{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "工作原理：存在一个样本数据集合，也称作训练样本，并且每个样本都存在标签。输入一个新的数据后，将新数据的每个特征与样本中对应特征想比较，然后提取样本中k 个最相似的数据出现次数最多的分类，作为新数据的类别。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np \n",
    "import operator\n",
    "\n",
    "# KNN 算法\n",
    "def KNN(inX, dataSet, labels, k):\n",
    "    dataSetSize = dataSet.shape[0]\n",
    "#     print('dataSet:', dataSet)\n",
    "#     print('dataSetSize: ', dataSetSize)\n",
    "#     print('inX:', inX)\n",
    "#     print('diffMat: ', np.tile(inX, (dataSetSize, 1)))\n",
    "    diffMat = np.tile(inX, (dataSetSize, 1)) - dataSet \n",
    "    sqDiffMat = diffMat ** 2 \n",
    "#     print(sqDiffMat)\n",
    "    sqDistances = sqDiffMat.sum(axis=1)\n",
    "#     print(sqDistances)\n",
    "    distances = sqDistances ** 0.5 \n",
    "#     print(distances)\n",
    "    sortedDistIndicies = distances.argsort()\n",
    "    print(sortedDistIndicies)\n",
    "    classCount = {}\n",
    "    for i in range(k):\n",
    "        voteIlabel = labels[sortedDistIndicies[i]]\n",
    "        classCount[voteIlabel] = classCount.get(voteIlabel, 0) + 1 \n",
    "#     print(classCount)\n",
    "    return sorted(classCount)[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2 1 0 3 4 5]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'A'"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# test\n",
    "dataSet = [[0,0],[0,0.1],[0,0.2],[1,1],[1,1.1],[1,1.2]]\n",
    "dataSet = np.array(dataSet)\n",
    "labels = ['A', 'A', 'B', 'B']\n",
    "\n",
    "inX = np.array([0.5,0.5])\n",
    "KNN(inX, dataSet, labels, 3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d = {'a':1, 'b':2}\n",
    "d.get('c', 0) + 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'returnMat' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-4-66e151b9330f>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m      7\u001b[0m \u001b[0mfig\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfigure\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      8\u001b[0m \u001b[0max\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mfig\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0madd_subplot\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m111\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 9\u001b[1;33m \u001b[0max\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mscatter\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mreturnMat\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreturnMat\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m  \u001b[0mc\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m15\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0marray\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlabels\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     10\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mNameError\u001b[0m: name 'returnMat' is not defined"
     ]
    }
   ],
   "source": [
    "# 示例1 \n",
    "\n",
    "# 分析\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt \n",
    "\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111)\n",
    "ax.scatter(returnMat[:,1], returnMat[:,0],  c=15*np.array(labels))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 将文件内容转为矩阵\n",
    "def file2matrix(filename):\n",
    "    with open(filename, 'r') as f:\n",
    "        content = f.readlines()\n",
    "        rows = len(content)\n",
    "        returnMat = np.zeros((rows, 3))\n",
    "        labels = []\n",
    "        index = 0\n",
    "        for row in content:\n",
    "            srow = row.strip().split('\\t')\n",
    "            returnMat[index,:] = srow[:3]\n",
    "            labels.append(int(srow[-1]))\n",
    "            index += 1\n",
    "        return np.array(returnMat), np.array(labels)\n",
    "    \n",
    "returnMat, labels = file2matrix('datingTestSet2.txt')\n",
    "# labels.map({'largeDoses':1, 'smallDoses':2, 'didntLike':3})\n",
    "# returnMat\n",
    "# labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 特征归一化\n",
    "def autoNorm(returnMat):\n",
    "    minVals = returnMat.min(0)\n",
    "    maxVals = returnMat.max(0)\n",
    "    ranges = maxVals - minVals \n",
    "\n",
    "    normDataSet = returnMat - np.tile(minVals, (len(returnMat),1))\n",
    "    normDataSet = normDataSet / np.tile(ranges, (len(returnMat), 1))\n",
    "    return normDataSet, ranges, minVals"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 测试代码\n",
    "def test():\n",
    "    ratio = 0.1 \n",
    "    dataMat, labels = file2matrix('datingTestSet2.txt')\n",
    "    normMat, ranges, minVals = autoNorm(dataMat)\n",
    "    m = normMat.shape[0]\n",
    "    testVecs = int(m * ratio)\n",
    "    errorCount = 0 \n",
    "\n",
    "    normMat[testVecs:m,:]\n",
    "    for i in range(testVecs):\n",
    "        result = KNN(normMat[i,:], normMat[testVecs:m, :], labels[testVecs:], 2)\n",
    "#         print(\"The prediction is :\", result, \"The real answer is:\", labels[i])\n",
    "        if result!=labels[i] : errorCount += 1\n",
    "    print(\"The total error rate is :\", errorCount / testVecs)\n",
    "\n",
    "\n",
    "test()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 上线，输入一行数据可以进行分类  \n",
    "v1 = float(input('input data 1:'))\n",
    "v2 = float(input('input data 2:'))\n",
    "v3 = float(input('input data 3:'))\n",
    "inX = np.array([v1, v2, v3])\n",
    "\n",
    "dataSet, labels = file2matrix('datingTestSet2.txt')\n",
    "normMat, ranges, minVals = autoNorm(dataSet)\n",
    "\n",
    "norm_inX = (inX - minVals) / ranges \n",
    "result = KNN(norm_inX, dataSet, labels, 3)\n",
    "result"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 手写字体识别"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os \n",
    "\n",
    "\n",
    "def img2vec(filepath):\n",
    "    os.chdir(filepath)\n",
    "    files = os.listdir()\n",
    "    vecs = []\n",
    "    labels = []\n",
    "    print(files)\n",
    "    for file in files:\n",
    "        if file is not None:\n",
    "            vec = []\n",
    "            labels.append(int(file[0]))\n",
    "            with open(file, 'r', encoding='utf-8', errors='ignore') as f:\n",
    "                print(file)\n",
    "                content = f.read()\n",
    "                content = content.replace('\\n', '')\n",
    "                for i in content:\n",
    "                    vec.append(int(i))\n",
    "            vecs.append(vec)\n",
    "    return np.array(vecs), np.array(labels)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['0_0.txt', '0_1.txt', '0_10.txt', '0_100.txt', '0_101.txt', '0_102.txt', '0_103.txt', '0_104.txt', '0_105.txt', '0_106.txt', '0_107.txt', '0_108.txt', '0_109.txt', '0_11.txt', '0_110.txt', '0_111.txt', '0_112.txt', '0_113.txt', '0_114.txt', '0_115.txt', '0_116.txt', '0_117.txt', '0_118.txt', '0_119.txt', '0_12.txt', '0_120.txt', '0_121.txt', '0_122.txt', '0_123.txt', '0_124.txt', '0_125.txt', '0_126.txt', '0_127.txt', '0_128.txt', '0_129.txt', '0_13.txt', '0_130.txt', '0_131.txt', '0_132.txt', '0_133.txt', '0_134.txt', '0_135.txt', '0_136.txt', '0_137.txt', '0_138.txt', '0_139.txt', '0_14.txt', '0_140.txt', '0_141.txt', '0_142.txt', '0_143.txt', '0_144.txt', '0_145.txt', '0_146.txt', '0_147.txt', '0_148.txt', '0_149.txt', '0_15.txt', '0_150.txt', '0_151.txt', '0_152.txt', '0_153.txt', '0_154.txt', '0_155.txt', '0_156.txt', '0_157.txt', '0_158.txt', '0_159.txt', '0_16.txt', '0_160.txt', '0_161.txt', '0_162.txt', '0_163.txt', '0_164.txt', '0_165.txt', '0_166.txt', '0_167.txt', '0_168.txt', '0_169.txt', '0_17.txt', '0_170.txt', '0_171.txt', '0_172.txt', '0_173.txt', '0_174.txt', '0_175.txt', '0_176.txt', '0_177.txt', '0_178.txt', '0_179.txt', '0_18.txt', '0_180.txt', '0_181.txt', '0_182.txt', '0_183.txt', '0_184.txt', '0_185.txt', '0_186.txt', '0_187.txt', '0_188.txt', '0_19.txt', '0_2.txt', '0_20.txt', '0_21.txt', '0_22.txt', '0_23.txt', '0_24.txt', '0_25.txt', '0_26.txt', '0_27.txt', '0_28.txt', '0_29.txt', '0_3.txt', '0_30.txt', '0_31.txt', '0_32.txt', '0_33.txt', '0_34.txt', '0_35.txt', '0_36.txt', '0_37.txt', '0_38.txt', '0_39.txt', '0_4.txt', '0_40.txt', '0_41.txt', '0_42.txt', '0_43.txt', '0_44.txt', '0_45.txt', '0_46.txt', '0_47.txt', '0_48.txt', '0_49.txt', '0_5.txt', '0_50.txt', '0_51.txt', '0_52.txt', '0_53.txt', '0_54.txt', '0_55.txt', '0_56.txt', '0_57.txt', '0_58.txt', '0_59.txt', '0_6.txt', '0_60.txt', '0_61.txt', '0_62.txt', '0_63.txt', '0_64.txt', '0_65.txt', '0_66.txt', '0_67.txt', '0_68.txt', '0_69.txt', '0_7.txt', '0_70.txt', '0_71.txt', '0_72.txt', '0_73.txt', '0_74.txt', '0_75.txt', '0_76.txt', '0_77.txt', '0_78.txt', '0_79.txt', '0_8.txt', '0_80.txt', '0_81.txt', '0_82.txt', '0_83.txt', '0_84.txt', '0_85.txt', '0_86.txt', '0_87.txt', '0_88.txt', '0_89.txt', '0_9.txt', '0_90.txt', '0_91.txt', '0_92.txt', '0_93.txt', '0_94.txt', '0_95.txt', '0_96.txt', '0_97.txt', '0_98.txt', '0_99.txt', '1_0.txt', '1_1.txt', '1_10.txt', '1_100.txt', '1_101.txt', '1_102.txt', '1_103.txt', '1_104.txt', '1_105.txt', '1_106.txt', '1_107.txt', '1_108.txt', '1_109.txt', '1_11.txt', '1_110.txt', '1_111.txt', '1_112.txt', '1_113.txt', '1_114.txt', '1_115.txt', '1_116.txt', '1_117.txt', '1_118.txt', '1_119.txt', '1_12.txt', '1_120.txt', '1_121.txt', '1_122.txt', '1_123.txt', '1_124.txt', '1_125.txt', '1_126.txt', '1_127.txt', '1_128.txt', '1_129.txt', '1_13.txt', '1_130.txt', '1_131.txt', '1_132.txt', '1_133.txt', '1_134.txt', '1_135.txt', '1_136.txt', '1_137.txt', '1_138.txt', '1_139.txt', '1_14.txt', '1_140.txt', '1_141.txt', '1_142.txt', '1_143.txt', '1_144.txt', '1_145.txt', '1_146.txt', '1_147.txt', '1_148.txt', '1_149.txt', '1_15.txt', '1_150.txt', '1_151.txt', '1_152.txt', '1_153.txt', '1_154.txt', '1_155.txt', '1_156.txt', '1_157.txt', '1_158.txt', '1_159.txt', '1_16.txt', '1_160.txt', '1_161.txt', '1_162.txt', '1_163.txt', '1_164.txt', '1_165.txt', '1_166.txt', '1_167.txt', '1_168.txt', '1_169.txt', '1_17.txt', '1_170.txt', '1_171.txt', '1_172.txt', '1_173.txt', '1_174.txt', '1_175.txt', '1_176.txt', '1_177.txt', '1_178.txt', '1_179.txt', '1_18.txt', '1_180.txt', '1_181.txt', '1_182.txt', '1_183.txt', '1_184.txt', '1_185.txt', '1_186.txt', '1_187.txt', '1_188.txt', '1_189.txt', '1_19.txt', '1_190.txt', '1_191.txt', '1_192.txt', '1_193.txt', '1_194.txt', '1_195.txt', '1_196.txt', '1_197.txt', '1_2.txt', '1_20.txt', '1_21.txt', '1_22.txt', '1_23.txt', '1_24.txt', '1_25.txt', '1_26.txt', '1_27.txt', '1_28.txt', '1_29.txt', '1_3.txt', '1_30.txt', '1_31.txt', '1_32.txt', '1_33.txt', '1_34.txt', '1_35.txt', '1_36.txt', '1_37.txt', '1_38.txt', '1_39.txt', '1_4.txt', '1_40.txt', '1_41.txt', '1_42.txt', '1_43.txt', '1_44.txt', '1_45.txt', '1_46.txt', '1_47.txt', '1_48.txt', '1_49.txt', '1_5.txt', '1_50.txt', '1_51.txt', '1_52.txt', '1_53.txt', '1_54.txt', '1_55.txt', '1_56.txt', '1_57.txt', '1_58.txt', '1_59.txt', '1_6.txt', '1_60.txt', '1_61.txt', '1_62.txt', '1_63.txt', '1_64.txt', '1_65.txt', '1_66.txt', '1_67.txt', '1_68.txt', '1_69.txt', '1_7.txt', '1_70.txt', '1_71.txt', '1_72.txt', '1_73.txt', '1_74.txt', '1_75.txt', '1_76.txt', '1_77.txt', '1_78.txt', '1_79.txt', '1_8.txt', '1_80.txt', '1_81.txt', '1_82.txt', '1_83.txt', '1_84.txt', '1_85.txt', '1_86.txt', '1_87.txt', '1_88.txt', '1_89.txt', '1_9.txt', '1_90.txt', '1_91.txt', '1_92.txt', '1_93.txt', '1_94.txt', '1_95.txt', '1_96.txt', '1_97.txt', '1_98.txt', '1_99.txt', '2_0.txt', '2_1.txt', '2_10.txt', '2_100.txt', '2_101.txt', '2_102.txt', '2_103.txt', '2_104.txt', '2_105.txt', '2_106.txt', '2_107.txt', '2_108.txt', '2_109.txt', '2_11.txt', '2_110.txt', '2_111.txt', '2_112.txt', '2_113.txt', '2_114.txt', '2_115.txt', '2_116.txt', '2_117.txt', '2_118.txt', '2_119.txt', '2_12.txt', '2_120.txt', '2_121.txt', '2_122.txt', '2_123.txt', '2_124.txt', '2_125.txt', '2_126.txt', '2_127.txt', '2_128.txt', '2_129.txt', '2_13.txt', '2_130.txt', '2_131.txt', '2_132.txt', '2_133.txt', '2_134.txt', '2_135.txt', '2_136.txt', '2_137.txt', '2_138.txt', '2_139.txt', '2_14.txt', '2_140.txt', '2_141.txt', '2_142.txt', '2_143.txt', '2_144.txt', '2_145.txt', '2_146.txt', '2_147.txt', '2_148.txt', '2_149.txt', '2_15.txt', '2_150.txt', '2_151.txt', '2_152.txt', '2_153.txt', '2_154.txt', '2_155.txt', '2_156.txt', '2_157.txt', '2_158.txt', '2_159.txt', '2_16.txt', '2_160.txt', '2_161.txt', '2_162.txt', '2_163.txt', '2_164.txt', '2_165.txt', '2_166.txt', '2_167.txt', '2_168.txt', '2_169.txt', '2_17.txt', '2_170.txt', '2_171.txt', '2_172.txt', '2_173.txt', '2_174.txt', '2_175.txt', '2_176.txt', '2_177.txt', '2_178.txt', '2_179.txt', '2_18.txt', '2_180.txt', '2_181.txt', '2_182.txt', '2_183.txt', '2_184.txt', '2_185.txt', '2_186.txt', '2_187.txt', '2_188.txt', '2_189.txt', '2_19.txt', '2_190.txt', '2_191.txt', '2_192.txt', '2_193.txt', '2_194.txt', '2_2.txt', '2_20.txt', '2_21.txt', '2_22.txt', '2_23.txt', '2_24.txt', '2_25.txt', '2_26.txt', '2_27.txt', '2_28.txt', '2_29.txt', '2_3.txt', '2_30.txt', '2_31.txt', '2_32.txt', '2_33.txt', '2_34.txt', '2_35.txt', '2_36.txt', '2_37.txt', '2_38.txt', '2_39.txt', '2_4.txt', '2_40.txt', '2_41.txt', '2_42.txt', '2_43.txt', '2_44.txt', '2_45.txt', '2_46.txt', '2_47.txt', '2_48.txt', '2_49.txt', '2_5.txt', '2_50.txt', '2_51.txt', '2_52.txt', '2_53.txt', '2_54.txt', '2_55.txt', '2_56.txt', '2_57.txt', '2_58.txt', '2_59.txt', '2_6.txt', '2_60.txt', '2_61.txt', '2_62.txt', '2_63.txt', '2_64.txt', '2_65.txt', '2_66.txt', '2_67.txt', '2_68.txt', '2_69.txt', '2_7.txt', '2_70.txt', '2_71.txt', '2_72.txt', '2_73.txt', '2_74.txt', '2_75.txt', '2_76.txt', '2_77.txt', '2_78.txt', '2_79.txt', '2_8.txt', '2_80.txt', '2_81.txt', '2_82.txt', '2_83.txt', '2_84.txt', '2_85.txt', '2_86.txt', '2_87.txt', '2_88.txt', '2_89.txt', '2_9.txt', '2_90.txt', '2_91.txt', '2_92.txt', '2_93.txt', '2_94.txt', '2_95.txt', '2_96.txt', '2_97.txt', '2_98.txt', '2_99.txt', '3_0.txt', '3_1.txt', '3_10.txt', '3_100.txt', '3_101.txt', '3_102.txt', '3_103.txt', '3_104.txt', '3_105.txt', '3_106.txt', '3_107.txt', '3_108.txt', '3_109.txt', '3_11.txt', '3_110.txt', '3_111.txt', '3_112.txt', '3_113.txt', '3_114.txt', '3_115.txt', '3_116.txt', '3_117.txt', '3_118.txt', '3_119.txt', '3_12.txt', '3_120.txt', '3_121.txt', '3_122.txt', '3_123.txt', '3_124.txt', '3_125.txt', '3_126.txt', '3_127.txt', '3_128.txt', '3_129.txt', '3_13.txt', '3_130.txt', '3_131.txt', '3_132.txt', '3_133.txt', '3_134.txt', '3_135.txt', '3_136.txt', '3_137.txt', '3_138.txt', '3_139.txt', '3_14.txt', '3_140.txt', '3_141.txt', '3_142.txt', '3_143.txt', '3_144.txt', '3_145.txt', '3_146.txt', '3_147.txt', '3_148.txt', '3_149.txt', '3_15.txt', '3_150.txt', '3_151.txt', '3_152.txt', '3_153.txt', '3_154.txt', '3_155.txt', '3_156.txt', '3_157.txt', '3_158.txt', '3_159.txt', '3_16.txt', '3_160.txt', '3_161.txt', '3_162.txt', '3_163.txt', '3_164.txt', '3_165.txt', '3_166.txt', '3_167.txt', '3_168.txt', '3_169.txt', '3_17.txt', '3_170.txt', '3_171.txt', '3_172.txt', '3_173.txt', '3_174.txt', '3_175.txt', '3_176.txt', '3_177.txt', '3_178.txt', '3_179.txt', '3_18.txt', '3_180.txt', '3_181.txt', '3_182.txt', '3_183.txt', '3_184.txt', '3_185.txt', '3_186.txt', '3_187.txt', '3_188.txt', '3_189.txt', '3_19.txt', '3_190.txt', '3_191.txt', '3_192.txt', '3_193.txt', '3_194.txt', '3_195.txt', '3_196.txt', '3_197.txt', '3_198.txt', '3_2.txt', '3_20.txt', '3_21.txt', '3_22.txt', '3_23.txt', '3_24.txt', '3_25.txt', '3_26.txt', '3_27.txt', '3_28.txt', '3_29.txt', '3_3.txt', '3_30.txt', '3_31.txt', '3_32.txt', '3_33.txt', '3_34.txt', '3_35.txt', '3_36.txt', '3_37.txt', '3_38.txt', '3_39.txt', '3_4.txt', '3_40.txt', '3_41.txt', '3_42.txt', '3_43.txt', '3_44.txt', '3_45.txt', '3_46.txt', '3_47.txt', '3_48.txt', '3_49.txt', '3_5.txt', '3_50.txt', '3_51.txt', '3_52.txt', '3_53.txt', '3_54.txt', '3_55.txt', '3_56.txt', '3_57.txt', '3_58.txt', '3_59.txt', '3_6.txt', '3_60.txt', '3_61.txt', '3_62.txt', '3_63.txt', '3_64.txt', '3_65.txt', '3_66.txt', '3_67.txt', '3_68.txt', '3_69.txt', '3_7.txt', '3_70.txt', '3_71.txt', '3_72.txt', '3_73.txt', '3_74.txt', '3_75.txt', '3_76.txt', '3_77.txt', '3_78.txt', '3_79.txt', '3_8.txt', '3_80.txt', '3_81.txt', '3_82.txt', '3_83.txt', '3_84.txt', '3_85.txt', '3_86.txt', '3_87.txt', '3_88.txt', '3_89.txt', '3_9.txt', '3_90.txt', '3_91.txt', '3_92.txt', '3_93.txt', '3_94.txt', '3_95.txt', '3_96.txt', '3_97.txt', '3_98.txt', '3_99.txt', '4_0.txt', '4_1.txt', '4_10.txt', '4_100.txt', '4_101.txt', '4_102.txt', '4_103.txt', '4_104.txt', '4_105.txt', '4_106.txt', '4_107.txt', '4_108.txt', '4_109.txt', '4_11.txt', '4_110.txt', '4_111.txt', '4_112.txt', '4_113.txt', '4_114.txt', '4_115.txt', '4_116.txt', '4_117.txt', '4_118.txt', '4_119.txt', '4_12.txt', '4_120.txt', '4_121.txt', '4_122.txt', '4_123.txt', '4_124.txt', '4_125.txt', '4_126.txt', '4_127.txt', '4_128.txt', '4_129.txt', '4_13.txt', '4_130.txt', '4_131.txt', '4_132.txt', '4_133.txt', '4_134.txt', '4_135.txt', '4_136.txt', '4_137.txt', '4_138.txt', '4_139.txt', '4_14.txt', '4_140.txt', '4_141.txt', '4_142.txt', '4_143.txt', '4_144.txt', '4_145.txt', '4_146.txt', '4_147.txt', '4_148.txt', '4_149.txt', '4_15.txt', '4_150.txt', '4_151.txt', '4_152.txt', '4_153.txt', '4_154.txt', '4_155.txt', '4_156.txt', '4_157.txt', '4_158.txt', '4_159.txt', '4_16.txt', '4_160.txt', '4_161.txt', '4_162.txt', '4_163.txt', '4_164.txt', '4_165.txt', '4_166.txt', '4_167.txt', '4_168.txt', '4_169.txt', '4_17.txt', '4_170.txt', '4_171.txt', '4_172.txt', '4_173.txt', '4_174.txt', '4_175.txt', '4_176.txt', '4_177.txt', '4_178.txt', '4_179.txt', '4_18.txt', '4_180.txt', '4_181.txt', '4_182.txt', '4_183.txt', '4_184.txt', '4_185.txt', '4_19.txt', '4_2.txt', '4_20.txt', '4_21.txt', '4_22.txt', '4_23.txt', '4_24.txt', '4_25.txt', '4_26.txt', '4_27.txt', '4_28.txt', '4_29.txt', '4_3.txt', '4_30.txt', '4_31.txt', '4_32.txt', '4_33.txt', '4_34.txt', '4_35.txt', '4_36.txt', '4_37.txt', '4_38.txt', '4_39.txt', '4_4.txt', '4_40.txt', '4_41.txt', '4_42.txt', '4_43.txt', '4_44.txt', '4_45.txt', '4_46.txt', '4_47.txt', '4_48.txt', '4_49.txt', '4_5.txt', '4_50.txt', '4_51.txt', '4_52.txt', '4_53.txt', '4_54.txt', '4_55.txt', '4_56.txt', '4_57.txt', '4_58.txt', '4_59.txt', '4_6.txt', '4_60.txt', '4_61.txt', '4_62.txt', '4_63.txt', '4_64.txt', '4_65.txt', '4_66.txt', '4_67.txt', '4_68.txt', '4_69.txt', '4_7.txt', '4_70.txt', '4_71.txt', '4_72.txt', '4_73.txt', '4_74.txt', '4_75.txt', '4_76.txt', '4_77.txt', '4_78.txt', '4_79.txt', '4_8.txt', '4_80.txt', '4_81.txt', '4_82.txt', '4_83.txt', '4_84.txt', '4_85.txt', '4_86.txt', '4_87.txt', '4_88.txt', '4_89.txt', '4_9.txt', '4_90.txt', '4_91.txt', '4_92.txt', '4_93.txt', '4_94.txt', '4_95.txt', '4_96.txt', '4_97.txt', '4_98.txt', '4_99.txt', '5_0.txt', '5_1.txt', '5_10.txt', '5_100.txt', '5_101.txt', '5_102.txt', '5_103.txt', '5_104.txt', '5_105.txt', '5_106.txt', '5_107.txt', '5_108.txt', '5_109.txt', '5_11.txt', '5_110.txt', '5_111.txt', '5_112.txt', '5_113.txt', '5_114.txt', '5_115.txt', '5_116.txt', '5_117.txt', '5_118.txt', '5_119.txt', '5_12.txt', '5_120.txt', '5_121.txt', '5_122.txt', '5_123.txt', '5_124.txt', '5_125.txt', '5_126.txt', '5_127.txt', '5_128.txt', '5_129.txt', '5_13.txt', '5_130.txt', '5_131.txt', '5_132.txt', '5_133.txt', '5_134.txt', '5_135.txt', '5_136.txt', '5_137.txt', '5_138.txt', '5_139.txt', '5_14.txt', '5_140.txt', '5_141.txt', '5_142.txt', '5_143.txt', '5_144.txt', '5_145.txt', '5_146.txt', '5_147.txt', '5_148.txt', '5_149.txt', '5_15.txt', '5_150.txt', '5_151.txt', '5_152.txt', '5_153.txt', '5_154.txt', '5_155.txt', '5_156.txt', '5_157.txt', '5_158.txt', '5_159.txt', '5_16.txt', '5_160.txt', '5_161.txt', '5_162.txt', '5_163.txt', '5_164.txt', '5_165.txt', '5_166.txt', '5_167.txt', '5_168.txt', '5_169.txt', '5_17.txt', '5_170.txt', '5_171.txt', '5_172.txt', '5_173.txt', '5_174.txt', '5_175.txt', '5_176.txt', '5_177.txt', '5_178.txt', '5_179.txt', '5_18.txt', '5_180.txt', '5_181.txt', '5_182.txt', '5_183.txt', '5_184.txt', '5_185.txt', '5_186.txt', '5_19.txt', '5_2.txt', '5_20.txt', '5_21.txt', '5_22.txt', '5_23.txt', '5_24.txt', '5_25.txt', '5_26.txt', '5_27.txt', '5_28.txt', '5_29.txt', '5_3.txt', '5_30.txt', '5_31.txt', '5_32.txt', '5_33.txt', '5_34.txt', '5_35.txt', '5_36.txt', '5_37.txt', '5_38.txt', '5_39.txt', '5_4.txt', '5_40.txt', '5_41.txt', '5_42.txt', '5_43.txt', '5_44.txt', '5_45.txt', '5_46.txt', '5_47.txt', '5_48.txt', '5_49.txt', '5_5.txt', '5_50.txt', '5_51.txt', '5_52.txt', '5_53.txt', '5_54.txt', '5_55.txt', '5_56.txt', '5_57.txt', '5_58.txt', '5_59.txt', '5_6.txt', '5_60.txt', '5_61.txt', '5_62.txt', '5_63.txt', '5_64.txt', '5_65.txt', '5_66.txt', '5_67.txt', '5_68.txt', '5_69.txt', '5_7.txt', '5_70.txt', '5_71.txt', '5_72.txt', '5_73.txt', '5_74.txt', '5_75.txt', '5_76.txt', '5_77.txt', '5_78.txt', '5_79.txt', '5_8.txt', '5_80.txt', '5_81.txt', '5_82.txt', '5_83.txt', '5_84.txt', '5_85.txt', '5_86.txt', '5_87.txt', '5_88.txt', '5_89.txt', '5_9.txt', '5_90.txt', '5_91.txt', '5_92.txt', '5_93.txt', '5_94.txt', '5_95.txt', '5_96.txt', '5_97.txt', '5_98.txt', '5_99.txt', '6_0.txt', '6_1.txt', '6_10.txt', '6_100.txt', '6_101.txt', '6_102.txt', '6_103.txt', '6_104.txt', '6_105.txt', '6_106.txt', '6_107.txt', '6_108.txt', '6_109.txt', '6_11.txt', '6_110.txt', '6_111.txt', '6_112.txt', '6_113.txt', '6_114.txt', '6_115.txt', '6_116.txt', '6_117.txt', '6_118.txt', '6_119.txt', '6_12.txt', '6_120.txt', '6_121.txt', '6_122.txt', '6_123.txt', '6_124.txt', '6_125.txt', '6_126.txt', '6_127.txt', '6_128.txt', '6_129.txt', '6_13.txt', '6_130.txt', '6_131.txt', '6_132.txt', '6_133.txt', '6_134.txt', '6_135.txt', '6_136.txt', '6_137.txt', '6_138.txt', '6_139.txt', '6_14.txt', '6_140.txt', '6_141.txt', '6_142.txt', '6_143.txt', '6_144.txt', '6_145.txt', '6_146.txt', '6_147.txt', '6_148.txt', '6_149.txt', '6_15.txt', '6_150.txt', '6_151.txt', '6_152.txt', '6_153.txt', '6_154.txt', '6_155.txt', '6_156.txt', '6_157.txt', '6_158.txt', '6_159.txt', '6_16.txt', '6_160.txt', '6_161.txt', '6_162.txt', '6_163.txt', '6_164.txt', '6_165.txt', '6_166.txt', '6_167.txt', '6_168.txt', '6_169.txt', '6_17.txt', '6_170.txt', '6_171.txt', '6_172.txt', '6_173.txt', '6_174.txt', '6_175.txt', '6_176.txt', '6_177.txt', '6_178.txt', '6_179.txt', '6_18.txt', '6_180.txt', '6_181.txt', '6_182.txt', '6_183.txt', '6_184.txt', '6_185.txt', '6_186.txt', '6_187.txt', '6_188.txt', '6_189.txt', '6_19.txt', '6_190.txt', '6_191.txt', '6_192.txt', '6_193.txt', '6_194.txt', '6_2.txt', '6_20.txt', '6_21.txt', '6_22.txt', '6_23.txt', '6_24.txt', '6_25.txt', '6_26.txt', '6_27.txt', '6_28.txt', '6_29.txt', '6_3.txt', '6_30.txt', '6_31.txt', '6_32.txt', '6_33.txt', '6_34.txt', '6_35.txt', '6_36.txt', '6_37.txt', '6_38.txt', '6_39.txt', '6_4.txt', '6_40.txt', '6_41.txt', '6_42.txt', '6_43.txt', '6_44.txt', '6_45.txt', '6_46.txt', '6_47.txt', '6_48.txt', '6_49.txt', '6_5.txt', '6_50.txt', '6_51.txt', '6_52.txt', '6_53.txt', '6_54.txt', '6_55.txt', '6_56.txt', '6_57.txt', '6_58.txt', '6_59.txt', '6_6.txt', '6_60.txt', '6_61.txt', '6_62.txt', '6_63.txt', '6_64.txt', '6_65.txt', '6_66.txt', '6_67.txt', '6_68.txt', '6_69.txt', '6_7.txt', '6_70.txt', '6_71.txt', '6_72.txt', '6_73.txt', '6_74.txt', '6_75.txt', '6_76.txt', '6_77.txt', '6_78.txt', '6_79.txt', '6_8.txt', '6_80.txt', '6_81.txt', '6_82.txt', '6_83.txt', '6_84.txt', '6_85.txt', '6_86.txt', '6_87.txt', '6_88.txt', '6_89.txt', '6_9.txt', '6_90.txt', '6_91.txt', '6_92.txt', '6_93.txt', '6_94.txt', '6_95.txt', '6_96.txt', '6_97.txt', '6_98.txt', '6_99.txt', '7_0.txt', '7_1.txt', '7_10.txt', '7_100.txt', '7_101.txt', '7_102.txt', '7_103.txt', '7_104.txt', '7_105.txt', '7_106.txt', '7_107.txt', '7_108.txt', '7_109.txt', '7_11.txt', '7_110.txt', '7_111.txt', '7_112.txt', '7_113.txt', '7_114.txt', '7_115.txt', '7_116.txt', '7_117.txt', '7_118.txt', '7_119.txt', '7_12.txt', '7_120.txt', '7_121.txt', '7_122.txt', '7_123.txt', '7_124.txt', '7_125.txt', '7_126.txt', '7_127.txt', '7_128.txt', '7_129.txt', '7_13.txt', '7_130.txt', '7_131.txt', '7_132.txt', '7_133.txt', '7_134.txt', '7_135.txt', '7_136.txt', '7_137.txt', '7_138.txt', '7_139.txt', '7_14.txt', '7_140.txt', '7_141.txt', '7_142.txt', '7_143.txt', '7_144.txt', '7_145.txt', '7_146.txt', '7_147.txt', '7_148.txt', '7_149.txt', '7_15.txt', '7_150.txt', '7_151.txt', '7_152.txt', '7_153.txt', '7_154.txt', '7_155.txt', '7_156.txt', '7_157.txt', '7_158.txt', '7_159.txt', '7_16.txt', '7_160.txt', '7_161.txt', '7_162.txt', '7_163.txt', '7_164.txt', '7_165.txt', '7_166.txt', '7_167.txt', '7_168.txt', '7_169.txt', '7_17.txt', '7_170.txt', '7_171.txt', '7_172.txt', '7_173.txt', '7_174.txt', '7_175.txt', '7_176.txt', '7_177.txt', '7_178.txt', '7_179.txt', '7_18.txt', '7_180.txt', '7_181.txt', '7_182.txt', '7_183.txt', '7_184.txt', '7_185.txt', '7_186.txt', '7_187.txt', '7_188.txt', '7_189.txt', '7_19.txt', '7_190.txt', '7_191.txt', '7_192.txt', '7_193.txt', '7_194.txt', '7_195.txt', '7_196.txt', '7_197.txt', '7_198.txt', '7_199.txt', '7_2.txt', '7_20.txt', '7_200.txt', '7_21.txt', '7_22.txt', '7_23.txt', '7_24.txt', '7_25.txt', '7_26.txt', '7_27.txt', '7_28.txt', '7_29.txt', '7_3.txt', '7_30.txt', '7_31.txt', '7_32.txt', '7_33.txt', '7_34.txt', '7_35.txt', '7_36.txt', '7_37.txt', '7_38.txt', '7_39.txt', '7_4.txt', '7_40.txt', '7_41.txt', '7_42.txt', '7_43.txt', '7_44.txt', '7_45.txt', '7_46.txt', '7_47.txt', '7_48.txt', '7_49.txt', '7_5.txt', '7_50.txt', '7_51.txt', '7_52.txt', '7_53.txt', '7_54.txt', '7_55.txt', '7_56.txt', '7_57.txt', '7_58.txt', '7_59.txt', '7_6.txt', '7_60.txt', '7_61.txt', '7_62.txt', '7_63.txt', '7_64.txt', '7_65.txt', '7_66.txt', '7_67.txt', '7_68.txt', '7_69.txt', '7_7.txt', '7_70.txt', '7_71.txt', '7_72.txt', '7_73.txt', '7_74.txt', '7_75.txt', '7_76.txt', '7_77.txt', '7_78.txt', '7_79.txt', '7_8.txt', '7_80.txt', '7_81.txt', '7_82.txt', '7_83.txt', '7_84.txt', '7_85.txt', '7_86.txt', '7_87.txt', '7_88.txt', '7_89.txt', '7_9.txt', '7_90.txt', '7_91.txt', '7_92.txt', '7_93.txt', '7_94.txt', '7_95.txt', '7_96.txt', '7_97.txt', '7_98.txt', '7_99.txt', '8_0.txt', '8_1.txt', '8_10.txt', '8_100.txt', '8_101.txt', '8_102.txt', '8_103.txt', '8_104.txt', '8_105.txt', '8_106.txt', '8_107.txt', '8_108.txt', '8_109.txt', '8_11.txt', '8_110.txt', '8_111.txt', '8_112.txt', '8_113.txt', '8_114.txt', '8_115.txt', '8_116.txt', '8_117.txt', '8_118.txt', '8_119.txt', '8_12.txt', '8_120.txt', '8_121.txt', '8_122.txt', '8_123.txt', '8_124.txt', '8_125.txt', '8_126.txt', '8_127.txt', '8_128.txt', '8_129.txt', '8_13.txt', '8_130.txt', '8_131.txt', '8_132.txt', '8_133.txt', '8_134.txt', '8_135.txt', '8_136.txt', '8_137.txt', '8_138.txt', '8_139.txt', '8_14.txt', '8_140.txt', '8_141.txt', '8_142.txt', '8_143.txt', '8_144.txt', '8_145.txt', '8_146.txt', '8_147.txt', '8_148.txt', '8_149.txt', '8_15.txt', '8_150.txt', '8_151.txt', '8_152.txt', '8_153.txt', '8_154.txt', '8_155.txt', '8_156.txt', '8_157.txt', '8_158.txt', '8_159.txt', '8_16.txt', '8_160.txt', '8_161.txt', '8_162.txt', '8_163.txt', '8_164.txt', '8_165.txt', '8_166.txt', '8_167.txt', '8_168.txt', '8_169.txt', '8_17.txt', '8_170.txt', '8_171.txt', '8_172.txt', '8_173.txt', '8_174.txt', '8_175.txt', '8_176.txt', '8_177.txt', '8_178.txt', '8_179.txt', '8_18.txt', '8_19.txt', '8_2.txt', '8_20.txt', '8_21.txt', '8_22.txt', '8_23.txt', '8_24.txt', '8_25.txt', '8_26.txt', '8_27.txt', '8_28.txt', '8_29.txt', '8_3.txt', '8_30.txt', '8_31.txt', '8_32.txt', '8_33.txt', '8_34.txt', '8_35.txt', '8_36.txt', '8_37.txt', '8_38.txt', '8_39.txt', '8_4.txt', '8_40.txt', '8_41.txt', '8_42.txt', '8_43.txt', '8_44.txt', '8_45.txt', '8_46.txt', '8_47.txt', '8_48.txt', '8_49.txt', '8_5.txt', '8_50.txt', '8_51.txt', '8_52.txt', '8_53.txt', '8_54.txt', '8_55.txt', '8_56.txt', '8_57.txt', '8_58.txt', '8_59.txt', '8_6.txt', '8_60.txt', '8_61.txt', '8_62.txt', '8_63.txt', '8_64.txt', '8_65.txt', '8_66.txt', '8_67.txt', '8_68.txt', '8_69.txt', '8_7.txt', '8_70.txt', '8_71.txt', '8_72.txt', '8_73.txt', '8_74.txt', '8_75.txt', '8_76.txt', '8_77.txt', '8_78.txt', '8_79.txt', '8_8.txt', '8_80.txt', '8_81.txt', '8_82.txt', '8_83.txt', '8_84.txt', '8_85.txt', '8_86.txt', '8_87.txt', '8_88.txt', '8_89.txt', '8_9.txt', '8_90.txt', '8_91.txt', '8_92.txt', '8_93.txt', '8_94.txt', '8_95.txt', '8_96.txt', '8_97.txt', '8_98.txt', '8_99.txt', '9_0.txt', '9_1.txt', '9_10.txt', '9_100.txt', '9_101.txt', '9_102.txt', '9_103.txt', '9_104.txt', '9_105.txt', '9_106.txt', '9_107.txt', '9_108.txt', '9_109.txt', '9_11.txt', '9_110.txt', '9_111.txt', '9_112.txt', '9_113.txt', '9_114.txt', '9_115.txt', '9_116.txt', '9_117.txt', '9_118.txt', '9_119.txt', '9_12.txt', '9_120.txt', '9_121.txt', '9_122.txt', '9_123.txt', '9_124.txt', '9_125.txt', '9_126.txt', '9_127.txt', '9_128.txt', '9_129.txt', '9_13.txt', '9_130.txt', '9_131.txt', '9_132.txt', '9_133.txt', '9_134.txt', '9_135.txt', '9_136.txt', '9_137.txt', '9_138.txt', '9_139.txt', '9_14.txt', '9_140.txt', '9_141.txt', '9_142.txt', '9_143.txt', '9_144.txt', '9_145.txt', '9_146.txt', '9_147.txt', '9_148.txt', '9_149.txt', '9_15.txt', '9_150.txt', '9_151.txt', '9_152.txt', '9_153.txt', '9_154.txt', '9_155.txt', '9_156.txt', '9_157.txt', '9_158.txt', '9_159.txt', '9_16.txt', '9_160.txt', '9_161.txt', '9_162.txt', '9_163.txt', '9_164.txt', '9_165.txt', '9_166.txt', '9_167.txt', '9_168.txt', '9_169.txt', '9_17.txt', '9_170.txt', '9_171.txt', '9_172.txt', '9_173.txt', '9_174.txt', '9_175.txt', '9_176.txt', '9_177.txt', '9_178.txt', '9_179.txt', '9_18.txt', '9_180.txt', '9_181.txt', '9_182.txt', '9_183.txt', '9_184.txt', '9_185.txt', '9_186.txt', '9_187.txt', '9_188.txt', '9_189.txt', '9_19.txt', '9_190.txt', '9_191.txt', '9_192.txt', '9_193.txt', '9_194.txt', '9_195.txt', '9_196.txt', '9_197.txt', '9_198.txt', '9_199.txt', '9_2.txt', '9_20.txt', '9_200.txt', '9_201.txt', '9_202.txt', '9_203.txt', '9_21.txt', '9_22.txt', '9_23.txt', '9_24.txt', '9_25.txt', '9_26.txt', '9_27.txt', '9_28.txt', '9_29.txt', '9_3.txt', '9_30.txt', '9_31.txt', '9_32.txt', '9_33.txt', '9_34.txt', '9_35.txt', '9_36.txt', '9_37.txt', '9_38.txt', '9_39.txt', '9_4.txt', '9_40.txt', '9_41.txt', '9_42.txt', '9_43.txt', '9_44.txt', '9_45.txt', '9_46.txt', '9_47.txt', '9_48.txt', '9_49.txt', '9_5.txt', '9_50.txt', '9_51.txt', '9_52.txt', '9_53.txt', '9_54.txt', '9_55.txt', '9_56.txt', '9_57.txt', '9_58.txt', '9_59.txt', '9_6.txt', '9_60.txt', '9_61.txt', '9_62.txt', '9_63.txt', '9_64.txt', '9_65.txt', '9_66.txt', '9_67.txt', '9_68.txt', '9_69.txt', '9_7.txt', '9_70.txt', '9_71.txt', '9_72.txt', '9_73.txt', '9_74.txt', '9_75.txt', '9_76.txt', '9_77.txt', '9_78.txt', '9_79.txt', '9_8.txt', '9_80.txt', '9_81.txt', '9_82.txt', '9_83.txt', '9_84.txt', '9_85.txt', '9_86.txt', '9_87.txt', '9_88.txt', '9_89.txt', '9_9.txt', '9_90.txt', '9_91.txt', '9_92.txt', '9_93.txt', '9_94.txt', '9_95.txt', '9_96.txt', '9_97.txt', '9_98.txt', '9_99.txt']\n",
      "0_0.txt\n",
      "0_1.txt\n",
      "0_10.txt\n",
      "0_100.txt\n",
      "0_101.txt\n",
      "0_102.txt\n",
      "0_103.txt\n",
      "0_104.txt\n",
      "0_105.txt\n",
      "0_106.txt\n",
      "0_107.txt\n",
      "0_108.txt\n",
      "0_109.txt\n",
      "0_11.txt\n",
      "0_110.txt\n",
      "0_111.txt\n",
      "0_112.txt\n",
      "0_113.txt\n",
      "0_114.txt\n",
      "0_115.txt\n",
      "0_116.txt\n",
      "0_117.txt\n",
      "0_118.txt\n",
      "0_119.txt\n",
      "0_12.txt\n",
      "0_120.txt\n",
      "0_121.txt\n",
      "0_122.txt\n",
      "0_123.txt\n",
      "0_124.txt\n",
      "0_125.txt\n",
      "0_126.txt\n",
      "0_127.txt\n",
      "0_128.txt\n",
      "0_129.txt\n",
      "0_13.txt\n",
      "0_130.txt\n",
      "0_131.txt\n",
      "0_132.txt\n",
      "0_133.txt\n",
      "0_134.txt\n",
      "0_135.txt\n",
      "0_136.txt\n",
      "0_137.txt\n",
      "0_138.txt\n",
      "0_139.txt\n",
      "0_14.txt\n",
      "0_140.txt\n",
      "0_141.txt\n",
      "0_142.txt\n",
      "0_143.txt\n",
      "0_144.txt\n",
      "0_145.txt\n",
      "0_146.txt\n",
      "0_147.txt\n",
      "0_148.txt\n",
      "0_149.txt\n",
      "0_15.txt\n",
      "0_150.txt\n",
      "0_151.txt\n",
      "0_152.txt\n",
      "0_153.txt\n",
      "0_154.txt\n",
      "0_155.txt\n",
      "0_156.txt\n",
      "0_157.txt\n",
      "0_158.txt\n",
      "0_159.txt\n",
      "0_16.txt\n",
      "0_160.txt\n",
      "0_161.txt\n",
      "0_162.txt\n",
      "0_163.txt\n",
      "0_164.txt\n",
      "0_165.txt\n",
      "0_166.txt\n",
      "0_167.txt\n",
      "0_168.txt\n",
      "0_169.txt\n",
      "0_17.txt\n",
      "0_170.txt\n",
      "0_171.txt\n",
      "0_172.txt\n",
      "0_173.txt\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0_174.txt\n",
      "0_175.txt\n",
      "0_176.txt\n",
      "0_177.txt\n",
      "0_178.txt\n",
      "0_179.txt\n",
      "0_18.txt\n",
      "0_180.txt\n",
      "0_181.txt\n",
      "0_182.txt\n",
      "0_183.txt\n",
      "0_184.txt\n",
      "0_185.txt\n",
      "0_186.txt\n",
      "0_187.txt\n",
      "0_188.txt\n",
      "0_19.txt\n",
      "0_2.txt\n",
      "0_20.txt\n",
      "0_21.txt\n",
      "0_22.txt\n",
      "0_23.txt\n",
      "0_24.txt\n",
      "0_25.txt\n",
      "0_26.txt\n",
      "0_27.txt\n",
      "0_28.txt\n",
      "0_29.txt\n",
      "0_3.txt\n",
      "0_30.txt\n",
      "0_31.txt\n",
      "0_32.txt\n",
      "0_33.txt\n",
      "0_34.txt\n",
      "0_35.txt\n",
      "0_36.txt\n",
      "0_37.txt\n",
      "0_38.txt\n",
      "0_39.txt\n",
      "0_4.txt\n",
      "0_40.txt\n",
      "0_41.txt\n",
      "0_42.txt\n",
      "0_43.txt\n",
      "0_44.txt\n",
      "0_45.txt\n",
      "0_46.txt\n",
      "0_47.txt\n",
      "0_48.txt\n",
      "0_49.txt\n",
      "0_5.txt\n",
      "0_50.txt\n",
      "0_51.txt\n",
      "0_52.txt\n",
      "0_53.txt\n",
      "0_54.txt\n",
      "0_55.txt\n",
      "0_56.txt\n",
      "0_57.txt\n",
      "0_58.txt\n",
      "0_59.txt\n",
      "0_6.txt\n",
      "0_60.txt\n",
      "0_61.txt\n",
      "0_62.txt\n",
      "0_63.txt\n",
      "0_64.txt\n",
      "0_65.txt\n",
      "0_66.txt\n",
      "0_67.txt\n",
      "0_68.txt\n",
      "0_69.txt\n",
      "0_7.txt\n",
      "0_70.txt\n",
      "0_71.txt\n",
      "0_72.txt\n",
      "0_73.txt\n",
      "0_74.txt\n",
      "0_75.txt\n",
      "0_76.txt\n",
      "0_77.txt\n",
      "0_78.txt\n",
      "0_79.txt\n",
      "0_8.txt\n",
      "0_80.txt\n",
      "0_81.txt\n",
      "0_82.txt\n",
      "0_83.txt\n",
      "0_84.txt\n",
      "0_85.txt\n",
      "0_86.txt\n",
      "0_87.txt\n",
      "0_88.txt\n",
      "0_89.txt\n",
      "0_9.txt\n",
      "0_90.txt\n",
      "0_91.txt\n",
      "0_92.txt\n",
      "0_93.txt\n",
      "0_94.txt\n",
      "0_95.txt\n",
      "0_96.txt\n",
      "0_97.txt\n",
      "0_98.txt\n",
      "0_99.txt\n",
      "1_0.txt\n",
      "1_1.txt\n",
      "1_10.txt\n",
      "1_100.txt\n",
      "1_101.txt\n",
      "1_102.txt\n",
      "1_103.txt\n",
      "1_104.txt\n",
      "1_105.txt\n",
      "1_106.txt\n",
      "1_107.txt\n",
      "1_108.txt\n",
      "1_109.txt\n",
      "1_11.txt\n",
      "1_110.txt\n",
      "1_111.txt\n",
      "1_112.txt\n",
      "1_113.txt\n",
      "1_114.txt\n",
      "1_115.txt\n",
      "1_116.txt\n",
      "1_117.txt\n",
      "1_118.txt\n",
      "1_119.txt\n",
      "1_12.txt\n",
      "1_120.txt\n",
      "1_121.txt\n",
      "1_122.txt\n",
      "1_123.txt\n",
      "1_124.txt\n",
      "1_125.txt\n",
      "1_126.txt\n",
      "1_127.txt\n",
      "1_128.txt\n",
      "1_129.txt\n",
      "1_13.txt\n",
      "1_130.txt\n",
      "1_131.txt\n",
      "1_132.txt\n",
      "1_133.txt\n",
      "1_134.txt\n",
      "1_135.txt\n",
      "1_136.txt\n",
      "1_137.txt\n",
      "1_138.txt\n",
      "1_139.txt\n",
      "1_14.txt\n",
      "1_140.txt\n",
      "1_141.txt\n",
      "1_142.txt\n",
      "1_143.txt\n",
      "1_144.txt\n",
      "1_145.txt\n",
      "1_146.txt\n",
      "1_147.txt\n",
      "1_148.txt\n",
      "1_149.txt\n",
      "1_15.txt\n",
      "1_150.txt\n",
      "1_151.txt\n",
      "1_152.txt\n",
      "1_153.txt\n",
      "1_154.txt\n",
      "1_155.txt\n",
      "1_156.txt\n",
      "1_157.txt\n",
      "1_158.txt\n",
      "1_159.txt\n",
      "1_16.txt\n",
      "1_160.txt\n",
      "1_161.txt\n",
      "1_162.txt\n",
      "1_163.txt\n",
      "1_164.txt\n",
      "1_165.txt\n",
      "1_166.txt\n",
      "1_167.txt\n",
      "1_168.txt\n",
      "1_169.txt\n",
      "1_17.txt\n",
      "1_170.txt\n",
      "1_171.txt\n",
      "1_172.txt\n",
      "1_173.txt\n",
      "1_174.txt\n",
      "1_175.txt\n",
      "1_176.txt\n",
      "1_177.txt\n",
      "1_178.txt\n",
      "1_179.txt\n",
      "1_18.txt\n",
      "1_180.txt\n",
      "1_181.txt\n",
      "1_182.txt\n",
      "1_183.txt\n",
      "1_184.txt\n",
      "1_185.txt\n",
      "1_186.txt\n",
      "1_187.txt\n",
      "1_188.txt\n",
      "1_189.txt\n",
      "1_19.txt\n",
      "1_190.txt\n",
      "1_191.txt\n",
      "1_192.txt\n",
      "1_193.txt\n",
      "1_194.txt\n",
      "1_195.txt\n",
      "1_196.txt\n",
      "1_197.txt\n",
      "1_2.txt\n",
      "1_20.txt\n",
      "1_21.txt\n",
      "1_22.txt\n",
      "1_23.txt\n",
      "1_24.txt\n",
      "1_25.txt\n",
      "1_26.txt\n",
      "1_27.txt\n",
      "1_28.txt\n",
      "1_29.txt\n",
      "1_3.txt\n",
      "1_30.txt\n",
      "1_31.txt\n",
      "1_32.txt\n",
      "1_33.txt\n",
      "1_34.txt\n",
      "1_35.txt\n",
      "1_36.txt\n",
      "1_37.txt\n",
      "1_38.txt\n",
      "1_39.txt\n",
      "1_4.txt\n",
      "1_40.txt\n",
      "1_41.txt\n",
      "1_42.txt\n",
      "1_43.txt\n",
      "1_44.txt\n",
      "1_45.txt\n",
      "1_46.txt\n",
      "1_47.txt\n",
      "1_48.txt\n",
      "1_49.txt\n",
      "1_5.txt\n",
      "1_50.txt\n",
      "1_51.txt\n",
      "1_52.txt\n",
      "1_53.txt\n",
      "1_54.txt\n",
      "1_55.txt\n",
      "1_56.txt\n",
      "1_57.txt\n",
      "1_58.txt\n",
      "1_59.txt\n",
      "1_6.txt\n",
      "1_60.txt\n",
      "1_61.txt\n",
      "1_62.txt\n",
      "1_63.txt\n",
      "1_64.txt\n",
      "1_65.txt\n",
      "1_66.txt\n",
      "1_67.txt\n",
      "1_68.txt\n",
      "1_69.txt\n",
      "1_7.txt\n",
      "1_70.txt\n",
      "1_71.txt\n",
      "1_72.txt\n",
      "1_73.txt\n",
      "1_74.txt\n",
      "1_75.txt\n",
      "1_76.txt\n",
      "1_77.txt\n",
      "1_78.txt\n",
      "1_79.txt\n",
      "1_8.txt\n",
      "1_80.txt\n",
      "1_81.txt\n",
      "1_82.txt\n",
      "1_83.txt\n",
      "1_84.txt\n",
      "1_85.txt\n",
      "1_86.txt\n",
      "1_87.txt\n",
      "1_88.txt\n",
      "1_89.txt\n",
      "1_9.txt\n",
      "1_90.txt\n",
      "1_91.txt\n",
      "1_92.txt\n",
      "1_93.txt\n",
      "1_94.txt\n",
      "1_95.txt\n",
      "1_96.txt\n",
      "1_97.txt\n",
      "1_98.txt\n",
      "1_99.txt\n",
      "2_0.txt\n",
      "2_1.txt\n",
      "2_10.txt\n",
      "2_100.txt\n",
      "2_101.txt\n",
      "2_102.txt\n",
      "2_103.txt\n",
      "2_104.txt\n",
      "2_105.txt\n",
      "2_106.txt\n",
      "2_107.txt\n",
      "2_108.txt\n",
      "2_109.txt\n",
      "2_11.txt\n",
      "2_110.txt\n",
      "2_111.txt\n",
      "2_112.txt\n",
      "2_113.txt\n",
      "2_114.txt\n",
      "2_115.txt\n",
      "2_116.txt\n",
      "2_117.txt\n",
      "2_118.txt\n",
      "2_119.txt\n",
      "2_12.txt\n",
      "2_120.txt\n",
      "2_121.txt\n",
      "2_122.txt\n",
      "2_123.txt\n",
      "2_124.txt\n",
      "2_125.txt\n",
      "2_126.txt\n",
      "2_127.txt\n",
      "2_128.txt\n",
      "2_129.txt\n",
      "2_13.txt\n",
      "2_130.txt\n",
      "2_131.txt\n",
      "2_132.txt\n",
      "2_133.txt\n",
      "2_134.txt\n",
      "2_135.txt\n",
      "2_136.txt\n",
      "2_137.txt\n",
      "2_138.txt\n",
      "2_139.txt\n",
      "2_14.txt\n",
      "2_140.txt\n",
      "2_141.txt\n",
      "2_142.txt\n",
      "2_143.txt\n",
      "2_144.txt\n",
      "2_145.txt\n",
      "2_146.txt\n",
      "2_147.txt\n",
      "2_148.txt\n",
      "2_149.txt\n",
      "2_15.txt\n",
      "2_150.txt\n",
      "2_151.txt\n",
      "2_152.txt\n",
      "2_153.txt\n",
      "2_154.txt\n",
      "2_155.txt\n",
      "2_156.txt\n",
      "2_157.txt\n",
      "2_158.txt\n",
      "2_159.txt\n",
      "2_16.txt\n",
      "2_160.txt\n",
      "2_161.txt\n",
      "2_162.txt\n",
      "2_163.txt\n",
      "2_164.txt\n",
      "2_165.txt\n",
      "2_166.txt\n",
      "2_167.txt\n",
      "2_168.txt\n",
      "2_169.txt\n",
      "2_17.txt\n",
      "2_170.txt\n",
      "2_171.txt\n",
      "2_172.txt\n",
      "2_173.txt\n",
      "2_174.txt\n",
      "2_175.txt\n",
      "2_176.txt\n",
      "2_177.txt\n",
      "2_178.txt\n",
      "2_179.txt\n",
      "2_18.txt\n",
      "2_180.txt\n",
      "2_181.txt\n",
      "2_182.txt\n",
      "2_183.txt\n",
      "2_184.txt\n",
      "2_185.txt\n",
      "2_186.txt\n",
      "2_187.txt\n",
      "2_188.txt\n",
      "2_189.txt\n",
      "2_19.txt\n",
      "2_190.txt\n",
      "2_191.txt\n",
      "2_192.txt\n",
      "2_193.txt\n",
      "2_194.txt\n",
      "2_2.txt\n",
      "2_20.txt\n",
      "2_21.txt\n",
      "2_22.txt\n",
      "2_23.txt\n",
      "2_24.txt\n",
      "2_25.txt\n",
      "2_26.txt\n",
      "2_27.txt\n",
      "2_28.txt\n",
      "2_29.txt\n",
      "2_3.txt\n",
      "2_30.txt\n",
      "2_31.txt\n",
      "2_32.txt\n",
      "2_33.txt\n",
      "2_34.txt\n",
      "2_35.txt\n",
      "2_36.txt\n",
      "2_37.txt\n",
      "2_38.txt\n",
      "2_39.txt\n",
      "2_4.txt\n",
      "2_40.txt\n",
      "2_41.txt\n",
      "2_42.txt\n",
      "2_43.txt\n",
      "2_44.txt\n",
      "2_45.txt\n",
      "2_46.txt\n",
      "2_47.txt\n",
      "2_48.txt\n",
      "2_49.txt\n",
      "2_5.txt\n",
      "2_50.txt\n",
      "2_51.txt\n",
      "2_52.txt\n",
      "2_53.txt\n",
      "2_54.txt\n",
      "2_55.txt\n",
      "2_56.txt\n",
      "2_57.txt\n",
      "2_58.txt\n",
      "2_59.txt\n",
      "2_6.txt\n",
      "2_60.txt\n",
      "2_61.txt\n",
      "2_62.txt\n",
      "2_63.txt\n",
      "2_64.txt\n",
      "2_65.txt\n",
      "2_66.txt\n",
      "2_67.txt\n",
      "2_68.txt\n",
      "2_69.txt\n",
      "2_7.txt\n",
      "2_70.txt\n",
      "2_71.txt\n",
      "2_72.txt\n",
      "2_73.txt\n",
      "2_74.txt\n",
      "2_75.txt\n",
      "2_76.txt\n",
      "2_77.txt\n",
      "2_78.txt\n",
      "2_79.txt\n",
      "2_8.txt\n",
      "2_80.txt\n",
      "2_81.txt\n",
      "2_82.txt\n",
      "2_83.txt\n",
      "2_84.txt\n",
      "2_85.txt\n",
      "2_86.txt\n",
      "2_87.txt\n",
      "2_88.txt\n",
      "2_89.txt\n",
      "2_9.txt\n",
      "2_90.txt\n",
      "2_91.txt\n",
      "2_92.txt\n",
      "2_93.txt\n",
      "2_94.txt\n",
      "2_95.txt\n",
      "2_96.txt\n",
      "2_97.txt\n",
      "2_98.txt\n",
      "2_99.txt\n",
      "3_0.txt\n",
      "3_1.txt\n",
      "3_10.txt\n",
      "3_100.txt\n",
      "3_101.txt\n",
      "3_102.txt\n",
      "3_103.txt\n",
      "3_104.txt\n",
      "3_105.txt\n",
      "3_106.txt\n",
      "3_107.txt\n",
      "3_108.txt\n",
      "3_109.txt\n",
      "3_11.txt\n",
      "3_110.txt\n",
      "3_111.txt\n",
      "3_112.txt\n",
      "3_113.txt\n",
      "3_114.txt\n",
      "3_115.txt\n",
      "3_116.txt\n",
      "3_117.txt\n",
      "3_118.txt\n",
      "3_119.txt\n",
      "3_12.txt\n",
      "3_120.txt\n",
      "3_121.txt\n",
      "3_122.txt\n",
      "3_123.txt\n",
      "3_124.txt\n",
      "3_125.txt\n",
      "3_126.txt\n",
      "3_127.txt\n",
      "3_128.txt\n",
      "3_129.txt\n",
      "3_13.txt\n",
      "3_130.txt\n",
      "3_131.txt\n",
      "3_132.txt\n",
      "3_133.txt\n",
      "3_134.txt\n",
      "3_135.txt\n",
      "3_136.txt\n",
      "3_137.txt\n",
      "3_138.txt\n",
      "3_139.txt\n",
      "3_14.txt\n",
      "3_140.txt\n",
      "3_141.txt\n",
      "3_142.txt\n",
      "3_143.txt\n",
      "3_144.txt\n",
      "3_145.txt\n",
      "3_146.txt\n",
      "3_147.txt\n",
      "3_148.txt\n",
      "3_149.txt\n",
      "3_15.txt\n",
      "3_150.txt\n",
      "3_151.txt\n",
      "3_152.txt\n",
      "3_153.txt\n",
      "3_154.txt\n",
      "3_155.txt\n",
      "3_156.txt\n",
      "3_157.txt\n",
      "3_158.txt\n",
      "3_159.txt\n",
      "3_16.txt\n",
      "3_160.txt\n",
      "3_161.txt\n",
      "3_162.txt\n",
      "3_163.txt\n",
      "3_164.txt\n",
      "3_165.txt\n",
      "3_166.txt\n",
      "3_167.txt\n",
      "3_168.txt\n",
      "3_169.txt\n",
      "3_17.txt\n",
      "3_170.txt\n",
      "3_171.txt\n",
      "3_172.txt\n",
      "3_173.txt\n",
      "3_174.txt\n",
      "3_175.txt\n",
      "3_176.txt\n",
      "3_177.txt\n",
      "3_178.txt\n",
      "3_179.txt\n",
      "3_18.txt\n",
      "3_180.txt\n",
      "3_181.txt\n",
      "3_182.txt\n",
      "3_183.txt\n",
      "3_184.txt\n",
      "3_185.txt\n",
      "3_186.txt\n",
      "3_187.txt\n",
      "3_188.txt\n",
      "3_189.txt\n",
      "3_19.txt\n",
      "3_190.txt\n",
      "3_191.txt\n",
      "3_192.txt\n",
      "3_193.txt\n",
      "3_194.txt\n",
      "3_195.txt\n",
      "3_196.txt\n",
      "3_197.txt\n",
      "3_198.txt\n",
      "3_2.txt\n",
      "3_20.txt\n",
      "3_21.txt\n",
      "3_22.txt\n",
      "3_23.txt\n",
      "3_24.txt\n",
      "3_25.txt\n",
      "3_26.txt\n",
      "3_27.txt\n",
      "3_28.txt\n",
      "3_29.txt\n",
      "3_3.txt\n",
      "3_30.txt\n",
      "3_31.txt\n",
      "3_32.txt\n",
      "3_33.txt\n",
      "3_34.txt\n",
      "3_35.txt\n",
      "3_36.txt\n",
      "3_37.txt\n",
      "3_38.txt\n",
      "3_39.txt\n",
      "3_4.txt\n",
      "3_40.txt\n",
      "3_41.txt\n",
      "3_42.txt\n",
      "3_43.txt\n",
      "3_44.txt\n",
      "3_45.txt\n",
      "3_46.txt\n",
      "3_47.txt\n",
      "3_48.txt\n",
      "3_49.txt\n",
      "3_5.txt\n",
      "3_50.txt\n",
      "3_51.txt\n",
      "3_52.txt\n",
      "3_53.txt\n",
      "3_54.txt\n",
      "3_55.txt\n",
      "3_56.txt\n",
      "3_57.txt\n",
      "3_58.txt\n",
      "3_59.txt\n",
      "3_6.txt\n",
      "3_60.txt\n",
      "3_61.txt\n",
      "3_62.txt\n",
      "3_63.txt\n",
      "3_64.txt\n",
      "3_65.txt\n",
      "3_66.txt\n",
      "3_67.txt\n",
      "3_68.txt\n",
      "3_69.txt\n",
      "3_7.txt\n",
      "3_70.txt\n",
      "3_71.txt\n",
      "3_72.txt\n",
      "3_73.txt\n",
      "3_74.txt\n",
      "3_75.txt\n",
      "3_76.txt\n",
      "3_77.txt\n",
      "3_78.txt\n",
      "3_79.txt\n",
      "3_8.txt\n",
      "3_80.txt\n",
      "3_81.txt\n",
      "3_82.txt\n",
      "3_83.txt\n",
      "3_84.txt\n",
      "3_85.txt\n",
      "3_86.txt\n",
      "3_87.txt\n",
      "3_88.txt\n",
      "3_89.txt\n",
      "3_9.txt\n",
      "3_90.txt\n",
      "3_91.txt\n",
      "3_92.txt\n",
      "3_93.txt\n",
      "3_94.txt\n",
      "3_95.txt\n",
      "3_96.txt\n",
      "3_97.txt\n",
      "3_98.txt\n",
      "3_99.txt\n",
      "4_0.txt\n",
      "4_1.txt\n",
      "4_10.txt\n",
      "4_100.txt\n",
      "4_101.txt\n",
      "4_102.txt\n",
      "4_103.txt\n",
      "4_104.txt\n",
      "4_105.txt\n",
      "4_106.txt\n",
      "4_107.txt\n",
      "4_108.txt\n",
      "4_109.txt\n",
      "4_11.txt\n",
      "4_110.txt\n",
      "4_111.txt\n",
      "4_112.txt\n",
      "4_113.txt\n",
      "4_114.txt\n",
      "4_115.txt\n",
      "4_116.txt\n",
      "4_117.txt\n",
      "4_118.txt\n",
      "4_119.txt\n",
      "4_12.txt\n",
      "4_120.txt\n",
      "4_121.txt\n",
      "4_122.txt\n",
      "4_123.txt\n",
      "4_124.txt\n",
      "4_125.txt\n",
      "4_126.txt\n",
      "4_127.txt\n",
      "4_128.txt\n",
      "4_129.txt\n",
      "4_13.txt\n",
      "4_130.txt\n",
      "4_131.txt\n",
      "4_132.txt\n",
      "4_133.txt\n",
      "4_134.txt\n",
      "4_135.txt\n",
      "4_136.txt\n",
      "4_137.txt\n",
      "4_138.txt\n",
      "4_139.txt\n",
      "4_14.txt\n",
      "4_140.txt\n",
      "4_141.txt\n",
      "4_142.txt\n",
      "4_143.txt\n",
      "4_144.txt\n",
      "4_145.txt\n",
      "4_146.txt\n",
      "4_147.txt\n",
      "4_148.txt\n",
      "4_149.txt\n",
      "4_15.txt\n",
      "4_150.txt\n",
      "4_151.txt\n",
      "4_152.txt\n",
      "4_153.txt\n",
      "4_154.txt\n",
      "4_155.txt\n",
      "4_156.txt\n",
      "4_157.txt\n",
      "4_158.txt\n",
      "4_159.txt\n",
      "4_16.txt\n",
      "4_160.txt\n",
      "4_161.txt\n",
      "4_162.txt\n",
      "4_163.txt\n",
      "4_164.txt\n",
      "4_165.txt\n",
      "4_166.txt\n",
      "4_167.txt\n",
      "4_168.txt\n",
      "4_169.txt\n",
      "4_17.txt\n",
      "4_170.txt\n",
      "4_171.txt\n",
      "4_172.txt\n",
      "4_173.txt\n",
      "4_174.txt\n",
      "4_175.txt\n",
      "4_176.txt\n",
      "4_177.txt\n",
      "4_178.txt\n",
      "4_179.txt\n",
      "4_18.txt\n",
      "4_180.txt\n",
      "4_181.txt\n",
      "4_182.txt\n",
      "4_183.txt\n",
      "4_184.txt\n",
      "4_185.txt\n",
      "4_19.txt\n",
      "4_2.txt\n",
      "4_20.txt\n",
      "4_21.txt\n",
      "4_22.txt\n",
      "4_23.txt\n",
      "4_24.txt\n",
      "4_25.txt\n",
      "4_26.txt\n",
      "4_27.txt\n",
      "4_28.txt\n",
      "4_29.txt\n",
      "4_3.txt\n",
      "4_30.txt\n",
      "4_31.txt\n",
      "4_32.txt\n",
      "4_33.txt\n",
      "4_34.txt\n",
      "4_35.txt\n",
      "4_36.txt\n",
      "4_37.txt\n",
      "4_38.txt\n",
      "4_39.txt\n",
      "4_4.txt\n",
      "4_40.txt\n",
      "4_41.txt\n",
      "4_42.txt\n",
      "4_43.txt\n",
      "4_44.txt\n",
      "4_45.txt\n",
      "4_46.txt\n",
      "4_47.txt\n",
      "4_48.txt\n",
      "4_49.txt\n",
      "4_5.txt\n",
      "4_50.txt\n",
      "4_51.txt\n",
      "4_52.txt\n",
      "4_53.txt\n",
      "4_54.txt\n",
      "4_55.txt\n",
      "4_56.txt\n",
      "4_57.txt\n",
      "4_58.txt\n",
      "4_59.txt\n",
      "4_6.txt\n",
      "4_60.txt\n",
      "4_61.txt\n",
      "4_62.txt\n",
      "4_63.txt\n",
      "4_64.txt\n",
      "4_65.txt\n",
      "4_66.txt\n",
      "4_67.txt\n",
      "4_68.txt\n",
      "4_69.txt\n",
      "4_7.txt\n",
      "4_70.txt\n",
      "4_71.txt\n",
      "4_72.txt\n",
      "4_73.txt\n",
      "4_74.txt\n",
      "4_75.txt\n",
      "4_76.txt\n",
      "4_77.txt\n",
      "4_78.txt\n",
      "4_79.txt\n",
      "4_8.txt\n",
      "4_80.txt\n",
      "4_81.txt\n",
      "4_82.txt\n",
      "4_83.txt\n",
      "4_84.txt\n",
      "4_85.txt\n",
      "4_86.txt\n",
      "4_87.txt\n",
      "4_88.txt\n",
      "4_89.txt\n",
      "4_9.txt\n",
      "4_90.txt\n",
      "4_91.txt\n",
      "4_92.txt\n",
      "4_93.txt\n",
      "4_94.txt\n",
      "4_95.txt\n",
      "4_96.txt\n",
      "4_97.txt\n",
      "4_98.txt\n",
      "4_99.txt\n",
      "5_0.txt\n",
      "5_1.txt\n",
      "5_10.txt\n",
      "5_100.txt\n",
      "5_101.txt\n",
      "5_102.txt\n",
      "5_103.txt\n",
      "5_104.txt\n",
      "5_105.txt\n",
      "5_106.txt\n",
      "5_107.txt\n",
      "5_108.txt\n",
      "5_109.txt\n",
      "5_11.txt\n",
      "5_110.txt\n",
      "5_111.txt\n",
      "5_112.txt\n",
      "5_113.txt\n",
      "5_114.txt\n",
      "5_115.txt\n",
      "5_116.txt\n",
      "5_117.txt\n",
      "5_118.txt\n",
      "5_119.txt\n",
      "5_12.txt\n",
      "5_120.txt\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5_121.txt\n",
      "5_122.txt\n",
      "5_123.txt\n",
      "5_124.txt\n",
      "5_125.txt\n",
      "5_126.txt\n",
      "5_127.txt\n",
      "5_128.txt\n",
      "5_129.txt\n",
      "5_13.txt\n",
      "5_130.txt\n",
      "5_131.txt\n",
      "5_132.txt\n",
      "5_133.txt\n",
      "5_134.txt\n",
      "5_135.txt\n",
      "5_136.txt\n",
      "5_137.txt\n",
      "5_138.txt\n",
      "5_139.txt\n",
      "5_14.txt\n",
      "5_140.txt\n",
      "5_141.txt\n",
      "5_142.txt\n",
      "5_143.txt\n",
      "5_144.txt\n",
      "5_145.txt\n",
      "5_146.txt\n",
      "5_147.txt\n",
      "5_148.txt\n",
      "5_149.txt\n",
      "5_15.txt\n",
      "5_150.txt\n",
      "5_151.txt\n",
      "5_152.txt\n",
      "5_153.txt\n",
      "5_154.txt\n",
      "5_155.txt\n",
      "5_156.txt\n",
      "5_157.txt\n",
      "5_158.txt\n",
      "5_159.txt\n",
      "5_16.txt\n",
      "5_160.txt\n",
      "5_161.txt\n",
      "5_162.txt\n",
      "5_163.txt\n",
      "5_164.txt\n",
      "5_165.txt\n",
      "5_166.txt\n",
      "5_167.txt\n",
      "5_168.txt\n",
      "5_169.txt\n",
      "5_17.txt\n",
      "5_170.txt\n",
      "5_171.txt\n",
      "5_172.txt\n",
      "5_173.txt\n",
      "5_174.txt\n",
      "5_175.txt\n",
      "5_176.txt\n",
      "5_177.txt\n",
      "5_178.txt\n",
      "5_179.txt\n",
      "5_18.txt\n",
      "5_180.txt\n",
      "5_181.txt\n",
      "5_182.txt\n",
      "5_183.txt\n",
      "5_184.txt\n",
      "5_185.txt\n",
      "5_186.txt\n",
      "5_19.txt\n",
      "5_2.txt\n",
      "5_20.txt\n",
      "5_21.txt\n",
      "5_22.txt\n",
      "5_23.txt\n",
      "5_24.txt\n",
      "5_25.txt\n",
      "5_26.txt\n",
      "5_27.txt\n",
      "5_28.txt\n",
      "5_29.txt\n",
      "5_3.txt\n",
      "5_30.txt\n",
      "5_31.txt\n",
      "5_32.txt\n",
      "5_33.txt\n",
      "5_34.txt\n",
      "5_35.txt\n",
      "5_36.txt\n",
      "5_37.txt\n",
      "5_38.txt\n",
      "5_39.txt\n",
      "5_4.txt\n",
      "5_40.txt\n",
      "5_41.txt\n",
      "5_42.txt\n",
      "5_43.txt\n",
      "5_44.txt\n",
      "5_45.txt\n",
      "5_46.txt\n",
      "5_47.txt\n",
      "5_48.txt\n",
      "5_49.txt\n",
      "5_5.txt\n",
      "5_50.txt\n",
      "5_51.txt\n",
      "5_52.txt\n",
      "5_53.txt\n",
      "5_54.txt\n",
      "5_55.txt\n",
      "5_56.txt\n",
      "5_57.txt\n",
      "5_58.txt\n",
      "5_59.txt\n",
      "5_6.txt\n",
      "5_60.txt\n",
      "5_61.txt\n",
      "5_62.txt\n",
      "5_63.txt\n",
      "5_64.txt\n",
      "5_65.txt\n",
      "5_66.txt\n",
      "5_67.txt\n",
      "5_68.txt\n",
      "5_69.txt\n",
      "5_7.txt\n",
      "5_70.txt\n",
      "5_71.txt\n",
      "5_72.txt\n",
      "5_73.txt\n",
      "5_74.txt\n",
      "5_75.txt\n",
      "5_76.txt\n",
      "5_77.txt\n",
      "5_78.txt\n",
      "5_79.txt\n",
      "5_8.txt\n",
      "5_80.txt\n",
      "5_81.txt\n",
      "5_82.txt\n",
      "5_83.txt\n",
      "5_84.txt\n",
      "5_85.txt\n",
      "5_86.txt\n",
      "5_87.txt\n",
      "5_88.txt\n",
      "5_89.txt\n",
      "5_9.txt\n",
      "5_90.txt\n",
      "5_91.txt\n",
      "5_92.txt\n",
      "5_93.txt\n",
      "5_94.txt\n",
      "5_95.txt\n",
      "5_96.txt\n",
      "5_97.txt\n",
      "5_98.txt\n",
      "5_99.txt\n",
      "6_0.txt\n",
      "6_1.txt\n",
      "6_10.txt\n",
      "6_100.txt\n",
      "6_101.txt\n",
      "6_102.txt\n",
      "6_103.txt\n",
      "6_104.txt\n",
      "6_105.txt\n",
      "6_106.txt\n",
      "6_107.txt\n",
      "6_108.txt\n",
      "6_109.txt\n",
      "6_11.txt\n",
      "6_110.txt\n",
      "6_111.txt\n",
      "6_112.txt\n",
      "6_113.txt\n",
      "6_114.txt\n",
      "6_115.txt\n",
      "6_116.txt\n",
      "6_117.txt\n",
      "6_118.txt\n",
      "6_119.txt\n",
      "6_12.txt\n",
      "6_120.txt\n",
      "6_121.txt\n",
      "6_122.txt\n",
      "6_123.txt\n",
      "6_124.txt\n",
      "6_125.txt\n",
      "6_126.txt\n",
      "6_127.txt\n",
      "6_128.txt\n",
      "6_129.txt\n",
      "6_13.txt\n",
      "6_130.txt\n",
      "6_131.txt\n",
      "6_132.txt\n",
      "6_133.txt\n",
      "6_134.txt\n",
      "6_135.txt\n",
      "6_136.txt\n",
      "6_137.txt\n",
      "6_138.txt\n",
      "6_139.txt\n",
      "6_14.txt\n",
      "6_140.txt\n",
      "6_141.txt\n",
      "6_142.txt\n",
      "6_143.txt\n",
      "6_144.txt\n",
      "6_145.txt\n",
      "6_146.txt\n",
      "6_147.txt\n",
      "6_148.txt\n",
      "6_149.txt\n",
      "6_15.txt\n",
      "6_150.txt\n",
      "6_151.txt\n",
      "6_152.txt\n",
      "6_153.txt\n",
      "6_154.txt\n",
      "6_155.txt\n",
      "6_156.txt\n",
      "6_157.txt\n",
      "6_158.txt\n",
      "6_159.txt\n",
      "6_16.txt\n",
      "6_160.txt\n",
      "6_161.txt\n",
      "6_162.txt\n",
      "6_163.txt\n",
      "6_164.txt\n",
      "6_165.txt\n",
      "6_166.txt\n",
      "6_167.txt\n",
      "6_168.txt\n",
      "6_169.txt\n",
      "6_17.txt\n",
      "6_170.txt\n",
      "6_171.txt\n",
      "6_172.txt\n",
      "6_173.txt\n",
      "6_174.txt\n",
      "6_175.txt\n",
      "6_176.txt\n",
      "6_177.txt\n",
      "6_178.txt\n",
      "6_179.txt\n",
      "6_18.txt\n",
      "6_180.txt\n",
      "6_181.txt\n",
      "6_182.txt\n",
      "6_183.txt\n",
      "6_184.txt\n",
      "6_185.txt\n",
      "6_186.txt\n",
      "6_187.txt\n",
      "6_188.txt\n",
      "6_189.txt\n",
      "6_19.txt\n",
      "6_190.txt\n",
      "6_191.txt\n",
      "6_192.txt\n",
      "6_193.txt\n",
      "6_194.txt\n",
      "6_2.txt\n",
      "6_20.txt\n",
      "6_21.txt\n",
      "6_22.txt\n",
      "6_23.txt\n",
      "6_24.txt\n",
      "6_25.txt\n",
      "6_26.txt\n",
      "6_27.txt\n",
      "6_28.txt\n",
      "6_29.txt\n",
      "6_3.txt\n",
      "6_30.txt\n",
      "6_31.txt\n",
      "6_32.txt\n",
      "6_33.txt\n",
      "6_34.txt\n",
      "6_35.txt\n",
      "6_36.txt\n",
      "6_37.txt\n",
      "6_38.txt\n",
      "6_39.txt\n",
      "6_4.txt\n",
      "6_40.txt\n",
      "6_41.txt\n",
      "6_42.txt\n",
      "6_43.txt\n",
      "6_44.txt\n",
      "6_45.txt\n",
      "6_46.txt\n",
      "6_47.txt\n",
      "6_48.txt\n",
      "6_49.txt\n",
      "6_5.txt\n",
      "6_50.txt\n",
      "6_51.txt\n",
      "6_52.txt\n",
      "6_53.txt\n",
      "6_54.txt\n",
      "6_55.txt\n",
      "6_56.txt\n",
      "6_57.txt\n",
      "6_58.txt\n",
      "6_59.txt\n",
      "6_6.txt\n",
      "6_60.txt\n",
      "6_61.txt\n",
      "6_62.txt\n",
      "6_63.txt\n",
      "6_64.txt\n",
      "6_65.txt\n",
      "6_66.txt\n",
      "6_67.txt\n",
      "6_68.txt\n",
      "6_69.txt\n",
      "6_7.txt\n",
      "6_70.txt\n",
      "6_71.txt\n",
      "6_72.txt\n",
      "6_73.txt\n",
      "6_74.txt\n",
      "6_75.txt\n",
      "6_76.txt\n",
      "6_77.txt\n",
      "6_78.txt\n",
      "6_79.txt\n",
      "6_8.txt\n",
      "6_80.txt\n",
      "6_81.txt\n",
      "6_82.txt\n",
      "6_83.txt\n",
      "6_84.txt\n",
      "6_85.txt\n",
      "6_86.txt\n",
      "6_87.txt\n",
      "6_88.txt\n",
      "6_89.txt\n",
      "6_9.txt\n",
      "6_90.txt\n",
      "6_91.txt\n",
      "6_92.txt\n",
      "6_93.txt\n",
      "6_94.txt\n",
      "6_95.txt\n",
      "6_96.txt\n",
      "6_97.txt\n",
      "6_98.txt\n",
      "6_99.txt\n",
      "7_0.txt\n",
      "7_1.txt\n",
      "7_10.txt\n",
      "7_100.txt\n",
      "7_101.txt\n",
      "7_102.txt\n",
      "7_103.txt\n",
      "7_104.txt\n",
      "7_105.txt\n",
      "7_106.txt\n",
      "7_107.txt\n",
      "7_108.txt\n",
      "7_109.txt\n",
      "7_11.txt\n",
      "7_110.txt\n",
      "7_111.txt\n",
      "7_112.txt\n",
      "7_113.txt\n",
      "7_114.txt\n",
      "7_115.txt\n",
      "7_116.txt\n",
      "7_117.txt\n",
      "7_118.txt\n",
      "7_119.txt\n",
      "7_12.txt\n",
      "7_120.txt\n",
      "7_121.txt\n",
      "7_122.txt\n",
      "7_123.txt\n",
      "7_124.txt\n",
      "7_125.txt\n",
      "7_126.txt\n",
      "7_127.txt\n",
      "7_128.txt\n",
      "7_129.txt\n",
      "7_13.txt\n",
      "7_130.txt\n",
      "7_131.txt\n",
      "7_132.txt\n",
      "7_133.txt\n",
      "7_134.txt\n",
      "7_135.txt\n",
      "7_136.txt\n",
      "7_137.txt\n",
      "7_138.txt\n",
      "7_139.txt\n",
      "7_14.txt\n",
      "7_140.txt\n",
      "7_141.txt\n",
      "7_142.txt\n",
      "7_143.txt\n",
      "7_144.txt\n",
      "7_145.txt\n",
      "7_146.txt\n",
      "7_147.txt\n",
      "7_148.txt\n",
      "7_149.txt\n",
      "7_15.txt\n",
      "7_150.txt\n",
      "7_151.txt\n",
      "7_152.txt\n",
      "7_153.txt\n",
      "7_154.txt\n",
      "7_155.txt\n",
      "7_156.txt\n",
      "7_157.txt\n",
      "7_158.txt\n",
      "7_159.txt\n",
      "7_16.txt\n",
      "7_160.txt\n",
      "7_161.txt\n",
      "7_162.txt\n",
      "7_163.txt\n",
      "7_164.txt\n",
      "7_165.txt\n",
      "7_166.txt\n",
      "7_167.txt\n",
      "7_168.txt\n",
      "7_169.txt\n",
      "7_17.txt\n",
      "7_170.txt\n",
      "7_171.txt\n",
      "7_172.txt\n",
      "7_173.txt\n",
      "7_174.txt\n",
      "7_175.txt\n",
      "7_176.txt\n",
      "7_177.txt\n",
      "7_178.txt\n",
      "7_179.txt\n",
      "7_18.txt\n",
      "7_180.txt\n",
      "7_181.txt\n",
      "7_182.txt\n",
      "7_183.txt\n",
      "7_184.txt\n",
      "7_185.txt\n",
      "7_186.txt\n",
      "7_187.txt\n",
      "7_188.txt\n",
      "7_189.txt\n",
      "7_19.txt\n",
      "7_190.txt\n",
      "7_191.txt\n",
      "7_192.txt\n",
      "7_193.txt\n",
      "7_194.txt\n",
      "7_195.txt\n",
      "7_196.txt\n",
      "7_197.txt\n",
      "7_198.txt\n",
      "7_199.txt\n",
      "7_2.txt\n",
      "7_20.txt\n",
      "7_200.txt\n",
      "7_21.txt\n",
      "7_22.txt\n",
      "7_23.txt\n",
      "7_24.txt\n",
      "7_25.txt\n",
      "7_26.txt\n",
      "7_27.txt\n",
      "7_28.txt\n",
      "7_29.txt\n",
      "7_3.txt\n",
      "7_30.txt\n",
      "7_31.txt\n",
      "7_32.txt\n",
      "7_33.txt\n",
      "7_34.txt\n",
      "7_35.txt\n",
      "7_36.txt\n",
      "7_37.txt\n",
      "7_38.txt\n",
      "7_39.txt\n",
      "7_4.txt\n",
      "7_40.txt\n",
      "7_41.txt\n",
      "7_42.txt\n",
      "7_43.txt\n",
      "7_44.txt\n",
      "7_45.txt\n",
      "7_46.txt\n",
      "7_47.txt\n",
      "7_48.txt\n",
      "7_49.txt\n",
      "7_5.txt\n",
      "7_50.txt\n",
      "7_51.txt\n",
      "7_52.txt\n",
      "7_53.txt\n",
      "7_54.txt\n",
      "7_55.txt\n",
      "7_56.txt\n",
      "7_57.txt\n",
      "7_58.txt\n",
      "7_59.txt\n",
      "7_6.txt\n",
      "7_60.txt\n",
      "7_61.txt\n",
      "7_62.txt\n",
      "7_63.txt\n",
      "7_64.txt\n",
      "7_65.txt\n",
      "7_66.txt\n",
      "7_67.txt\n",
      "7_68.txt\n",
      "7_69.txt\n",
      "7_7.txt\n",
      "7_70.txt\n",
      "7_71.txt\n",
      "7_72.txt\n",
      "7_73.txt\n",
      "7_74.txt\n",
      "7_75.txt\n",
      "7_76.txt\n",
      "7_77.txt\n",
      "7_78.txt\n",
      "7_79.txt\n",
      "7_8.txt\n",
      "7_80.txt\n",
      "7_81.txt\n",
      "7_82.txt\n",
      "7_83.txt\n",
      "7_84.txt\n",
      "7_85.txt\n",
      "7_86.txt\n",
      "7_87.txt\n",
      "7_88.txt\n",
      "7_89.txt\n",
      "7_9.txt\n",
      "7_90.txt\n",
      "7_91.txt\n",
      "7_92.txt\n",
      "7_93.txt\n",
      "7_94.txt\n",
      "7_95.txt\n",
      "7_96.txt\n",
      "7_97.txt\n",
      "7_98.txt\n",
      "7_99.txt\n",
      "8_0.txt\n",
      "8_1.txt\n",
      "8_10.txt\n",
      "8_100.txt\n",
      "8_101.txt\n",
      "8_102.txt\n",
      "8_103.txt\n",
      "8_104.txt\n",
      "8_105.txt\n",
      "8_106.txt\n",
      "8_107.txt\n",
      "8_108.txt\n",
      "8_109.txt\n",
      "8_11.txt\n",
      "8_110.txt\n",
      "8_111.txt\n",
      "8_112.txt\n",
      "8_113.txt\n",
      "8_114.txt\n",
      "8_115.txt\n",
      "8_116.txt\n",
      "8_117.txt\n",
      "8_118.txt\n",
      "8_119.txt\n",
      "8_12.txt\n",
      "8_120.txt\n",
      "8_121.txt\n",
      "8_122.txt\n",
      "8_123.txt\n",
      "8_124.txt\n",
      "8_125.txt\n",
      "8_126.txt\n",
      "8_127.txt\n",
      "8_128.txt\n",
      "8_129.txt\n",
      "8_13.txt\n",
      "8_130.txt\n",
      "8_131.txt\n",
      "8_132.txt\n",
      "8_133.txt\n",
      "8_134.txt\n",
      "8_135.txt\n",
      "8_136.txt\n",
      "8_137.txt\n",
      "8_138.txt\n",
      "8_139.txt\n",
      "8_14.txt\n",
      "8_140.txt\n",
      "8_141.txt\n",
      "8_142.txt\n",
      "8_143.txt\n",
      "8_144.txt\n",
      "8_145.txt\n",
      "8_146.txt\n",
      "8_147.txt\n",
      "8_148.txt\n",
      "8_149.txt\n",
      "8_15.txt\n",
      "8_150.txt\n",
      "8_151.txt\n",
      "8_152.txt\n",
      "8_153.txt\n",
      "8_154.txt\n",
      "8_155.txt\n",
      "8_156.txt\n",
      "8_157.txt\n",
      "8_158.txt\n",
      "8_159.txt\n",
      "8_16.txt\n",
      "8_160.txt\n",
      "8_161.txt\n",
      "8_162.txt\n",
      "8_163.txt\n",
      "8_164.txt\n",
      "8_165.txt\n",
      "8_166.txt\n",
      "8_167.txt\n",
      "8_168.txt\n",
      "8_169.txt\n",
      "8_17.txt\n",
      "8_170.txt\n",
      "8_171.txt\n",
      "8_172.txt\n",
      "8_173.txt\n",
      "8_174.txt\n",
      "8_175.txt\n",
      "8_176.txt\n",
      "8_177.txt\n",
      "8_178.txt\n",
      "8_179.txt\n",
      "8_18.txt\n",
      "8_19.txt\n",
      "8_2.txt\n",
      "8_20.txt\n",
      "8_21.txt\n",
      "8_22.txt\n",
      "8_23.txt\n",
      "8_24.txt\n",
      "8_25.txt\n",
      "8_26.txt\n",
      "8_27.txt\n",
      "8_28.txt\n",
      "8_29.txt\n",
      "8_3.txt\n",
      "8_30.txt\n",
      "8_31.txt\n",
      "8_32.txt\n",
      "8_33.txt\n",
      "8_34.txt\n",
      "8_35.txt\n",
      "8_36.txt\n",
      "8_37.txt\n",
      "8_38.txt\n",
      "8_39.txt\n",
      "8_4.txt\n",
      "8_40.txt\n",
      "8_41.txt\n",
      "8_42.txt\n",
      "8_43.txt\n",
      "8_44.txt\n",
      "8_45.txt\n",
      "8_46.txt\n",
      "8_47.txt\n",
      "8_48.txt\n",
      "8_49.txt\n",
      "8_5.txt\n",
      "8_50.txt\n",
      "8_51.txt\n",
      "8_52.txt\n",
      "8_53.txt\n",
      "8_54.txt\n",
      "8_55.txt\n",
      "8_56.txt\n",
      "8_57.txt\n",
      "8_58.txt\n",
      "8_59.txt\n",
      "8_6.txt\n",
      "8_60.txt\n",
      "8_61.txt\n",
      "8_62.txt\n",
      "8_63.txt\n",
      "8_64.txt\n",
      "8_65.txt\n",
      "8_66.txt\n",
      "8_67.txt\n",
      "8_68.txt\n",
      "8_69.txt\n",
      "8_7.txt\n",
      "8_70.txt\n",
      "8_71.txt\n",
      "8_72.txt\n",
      "8_73.txt\n",
      "8_74.txt\n",
      "8_75.txt\n",
      "8_76.txt\n",
      "8_77.txt\n",
      "8_78.txt\n",
      "8_79.txt\n",
      "8_8.txt\n",
      "8_80.txt\n",
      "8_81.txt\n",
      "8_82.txt\n",
      "8_83.txt\n",
      "8_84.txt\n",
      "8_85.txt\n",
      "8_86.txt\n",
      "8_87.txt\n",
      "8_88.txt\n",
      "8_89.txt\n",
      "8_9.txt\n",
      "8_90.txt\n",
      "8_91.txt\n",
      "8_92.txt\n",
      "8_93.txt\n",
      "8_94.txt\n",
      "8_95.txt\n",
      "8_96.txt\n",
      "8_97.txt\n",
      "8_98.txt\n",
      "8_99.txt\n",
      "9_0.txt\n",
      "9_1.txt\n",
      "9_10.txt\n",
      "9_100.txt\n",
      "9_101.txt\n",
      "9_102.txt\n",
      "9_103.txt\n",
      "9_104.txt\n",
      "9_105.txt\n",
      "9_106.txt\n",
      "9_107.txt\n",
      "9_108.txt\n",
      "9_109.txt\n",
      "9_11.txt\n",
      "9_110.txt\n",
      "9_111.txt\n",
      "9_112.txt\n",
      "9_113.txt\n",
      "9_114.txt\n",
      "9_115.txt\n",
      "9_116.txt\n",
      "9_117.txt\n",
      "9_118.txt\n",
      "9_119.txt\n",
      "9_12.txt\n",
      "9_120.txt\n",
      "9_121.txt\n",
      "9_122.txt\n",
      "9_123.txt\n",
      "9_124.txt\n",
      "9_125.txt\n",
      "9_126.txt\n",
      "9_127.txt\n",
      "9_128.txt\n",
      "9_129.txt\n",
      "9_13.txt\n",
      "9_130.txt\n",
      "9_131.txt\n",
      "9_132.txt\n",
      "9_133.txt\n",
      "9_134.txt\n",
      "9_135.txt\n",
      "9_136.txt\n",
      "9_137.txt\n",
      "9_138.txt\n",
      "9_139.txt\n",
      "9_14.txt\n",
      "9_140.txt\n",
      "9_141.txt\n",
      "9_142.txt\n",
      "9_143.txt\n",
      "9_144.txt\n",
      "9_145.txt\n",
      "9_146.txt\n",
      "9_147.txt\n",
      "9_148.txt\n",
      "9_149.txt\n",
      "9_15.txt\n",
      "9_150.txt\n",
      "9_151.txt\n",
      "9_152.txt\n",
      "9_153.txt\n",
      "9_154.txt\n",
      "9_155.txt\n",
      "9_156.txt\n",
      "9_157.txt\n",
      "9_158.txt\n",
      "9_159.txt\n",
      "9_16.txt\n",
      "9_160.txt\n",
      "9_161.txt\n",
      "9_162.txt\n",
      "9_163.txt\n",
      "9_164.txt\n",
      "9_165.txt\n",
      "9_166.txt\n",
      "9_167.txt\n",
      "9_168.txt\n",
      "9_169.txt\n",
      "9_17.txt\n",
      "9_170.txt\n",
      "9_171.txt\n",
      "9_172.txt\n",
      "9_173.txt\n",
      "9_174.txt\n",
      "9_175.txt\n",
      "9_176.txt\n",
      "9_177.txt\n",
      "9_178.txt\n",
      "9_179.txt\n",
      "9_18.txt\n",
      "9_180.txt\n",
      "9_181.txt\n",
      "9_182.txt\n",
      "9_183.txt\n",
      "9_184.txt\n",
      "9_185.txt\n",
      "9_186.txt\n",
      "9_187.txt\n",
      "9_188.txt\n",
      "9_189.txt\n",
      "9_19.txt\n",
      "9_190.txt\n",
      "9_191.txt\n",
      "9_192.txt\n",
      "9_193.txt\n",
      "9_194.txt\n",
      "9_195.txt\n",
      "9_196.txt\n",
      "9_197.txt\n",
      "9_198.txt\n",
      "9_199.txt\n",
      "9_2.txt\n",
      "9_20.txt\n",
      "9_200.txt\n",
      "9_201.txt\n",
      "9_202.txt\n",
      "9_203.txt\n",
      "9_21.txt\n",
      "9_22.txt\n",
      "9_23.txt\n",
      "9_24.txt\n",
      "9_25.txt\n",
      "9_26.txt\n",
      "9_27.txt\n",
      "9_28.txt\n",
      "9_29.txt\n",
      "9_3.txt\n",
      "9_30.txt\n",
      "9_31.txt\n",
      "9_32.txt\n",
      "9_33.txt\n",
      "9_34.txt\n",
      "9_35.txt\n",
      "9_36.txt\n",
      "9_37.txt\n",
      "9_38.txt\n",
      "9_39.txt\n",
      "9_4.txt\n",
      "9_40.txt\n",
      "9_41.txt\n",
      "9_42.txt\n",
      "9_43.txt\n",
      "9_44.txt\n",
      "9_45.txt\n",
      "9_46.txt\n",
      "9_47.txt\n",
      "9_48.txt\n",
      "9_49.txt\n",
      "9_5.txt\n",
      "9_50.txt\n",
      "9_51.txt\n",
      "9_52.txt\n",
      "9_53.txt\n",
      "9_54.txt\n",
      "9_55.txt\n",
      "9_56.txt\n",
      "9_57.txt\n",
      "9_58.txt\n",
      "9_59.txt\n",
      "9_6.txt\n",
      "9_60.txt\n",
      "9_61.txt\n",
      "9_62.txt\n",
      "9_63.txt\n",
      "9_64.txt\n",
      "9_65.txt\n",
      "9_66.txt\n",
      "9_67.txt\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "9_68.txt\n",
      "9_69.txt\n",
      "9_7.txt\n",
      "9_70.txt\n",
      "9_71.txt\n",
      "9_72.txt\n",
      "9_73.txt\n",
      "9_74.txt\n",
      "9_75.txt\n",
      "9_76.txt\n",
      "9_77.txt\n",
      "9_78.txt\n",
      "9_79.txt\n",
      "9_8.txt\n",
      "9_80.txt\n",
      "9_81.txt\n",
      "9_82.txt\n",
      "9_83.txt\n",
      "9_84.txt\n",
      "9_85.txt\n",
      "9_86.txt\n",
      "9_87.txt\n",
      "9_88.txt\n",
      "9_89.txt\n",
      "9_9.txt\n",
      "9_90.txt\n",
      "9_91.txt\n",
      "9_92.txt\n",
      "9_93.txt\n",
      "9_94.txt\n",
      "9_95.txt\n",
      "9_96.txt\n",
      "9_97.txt\n",
      "9_98.txt\n",
      "9_99.txt\n",
      "['0_0.txt', '0_1.txt', '0_10.txt', '0_11.txt', '0_12.txt', '0_13.txt', '0_14.txt', '0_15.txt', '0_16.txt', '0_17.txt', '0_18.txt', '0_19.txt', '0_2.txt', '0_20.txt', '0_21.txt', '0_22.txt', '0_23.txt', '0_24.txt', '0_25.txt', '0_26.txt', '0_27.txt', '0_28.txt', '0_29.txt', '0_3.txt', '0_30.txt', '0_31.txt', '0_32.txt', '0_33.txt', '0_34.txt', '0_35.txt', '0_36.txt', '0_37.txt', '0_38.txt', '0_39.txt', '0_4.txt', '0_40.txt', '0_41.txt', '0_42.txt', '0_43.txt', '0_44.txt', '0_45.txt', '0_46.txt', '0_47.txt', '0_48.txt', '0_49.txt', '0_5.txt', '0_50.txt', '0_51.txt', '0_52.txt', '0_53.txt', '0_54.txt', '0_55.txt', '0_56.txt', '0_57.txt', '0_58.txt', '0_59.txt', '0_6.txt', '0_60.txt', '0_61.txt', '0_62.txt', '0_63.txt', '0_64.txt', '0_65.txt', '0_66.txt', '0_67.txt', '0_68.txt', '0_69.txt', '0_7.txt', '0_70.txt', '0_71.txt', '0_72.txt', '0_73.txt', '0_74.txt', '0_75.txt', '0_76.txt', '0_77.txt', '0_78.txt', '0_79.txt', '0_8.txt', '0_80.txt', '0_81.txt', '0_82.txt', '0_83.txt', '0_84.txt', '0_85.txt', '0_86.txt', '0_9.txt', '1_0.txt', '1_1.txt', '1_10.txt', '1_11.txt', '1_12.txt', '1_13.txt', '1_14.txt', '1_15.txt', '1_16.txt', '1_17.txt', '1_18.txt', '1_19.txt', '1_2.txt', '1_20.txt', '1_21.txt', '1_22.txt', '1_23.txt', '1_24.txt', '1_25.txt', '1_26.txt', '1_27.txt', '1_28.txt', '1_29.txt', '1_3.txt', '1_30.txt', '1_31.txt', '1_32.txt', '1_33.txt', '1_34.txt', '1_35.txt', '1_36.txt', '1_37.txt', '1_38.txt', '1_39.txt', '1_4.txt', '1_40.txt', '1_41.txt', '1_42.txt', '1_43.txt', '1_44.txt', '1_45.txt', '1_46.txt', '1_47.txt', '1_48.txt', '1_49.txt', '1_5.txt', '1_50.txt', '1_51.txt', '1_52.txt', '1_53.txt', '1_54.txt', '1_55.txt', '1_56.txt', '1_57.txt', '1_58.txt', '1_59.txt', '1_6.txt', '1_60.txt', '1_61.txt', '1_62.txt', '1_63.txt', '1_64.txt', '1_65.txt', '1_66.txt', '1_67.txt', '1_68.txt', '1_69.txt', '1_7.txt', '1_70.txt', '1_71.txt', '1_72.txt', '1_73.txt', '1_74.txt', '1_75.txt', '1_76.txt', '1_77.txt', '1_78.txt', '1_79.txt', '1_8.txt', '1_80.txt', '1_81.txt', '1_82.txt', '1_83.txt', '1_84.txt', '1_85.txt', '1_86.txt', '1_87.txt', '1_88.txt', '1_89.txt', '1_9.txt', '1_90.txt', '1_91.txt', '1_92.txt', '1_93.txt', '1_94.txt', '1_95.txt', '1_96.txt', '2_0.txt', '2_1.txt', '2_10.txt', '2_11.txt', '2_12.txt', '2_13.txt', '2_14.txt', '2_15.txt', '2_16.txt', '2_17.txt', '2_18.txt', '2_19.txt', '2_2.txt', '2_20.txt', '2_21.txt', '2_22.txt', '2_23.txt', '2_24.txt', '2_25.txt', '2_26.txt', '2_27.txt', '2_28.txt', '2_29.txt', '2_3.txt', '2_30.txt', '2_31.txt', '2_32.txt', '2_33.txt', '2_34.txt', '2_35.txt', '2_36.txt', '2_37.txt', '2_38.txt', '2_39.txt', '2_4.txt', '2_40.txt', '2_41.txt', '2_42.txt', '2_43.txt', '2_44.txt', '2_45.txt', '2_46.txt', '2_47.txt', '2_48.txt', '2_49.txt', '2_5.txt', '2_50.txt', '2_51.txt', '2_52.txt', '2_53.txt', '2_54.txt', '2_55.txt', '2_56.txt', '2_57.txt', '2_58.txt', '2_59.txt', '2_6.txt', '2_60.txt', '2_61.txt', '2_62.txt', '2_63.txt', '2_64.txt', '2_65.txt', '2_66.txt', '2_67.txt', '2_68.txt', '2_69.txt', '2_7.txt', '2_70.txt', '2_71.txt', '2_72.txt', '2_73.txt', '2_74.txt', '2_75.txt', '2_76.txt', '2_77.txt', '2_78.txt', '2_79.txt', '2_8.txt', '2_80.txt', '2_81.txt', '2_82.txt', '2_83.txt', '2_84.txt', '2_85.txt', '2_86.txt', '2_87.txt', '2_88.txt', '2_89.txt', '2_9.txt', '2_90.txt', '2_91.txt', '3_0.txt', '3_1.txt', '3_10.txt', '3_11.txt', '3_12.txt', '3_13.txt', '3_14.txt', '3_15.txt', '3_16.txt', '3_17.txt', '3_18.txt', '3_19.txt', '3_2.txt', '3_20.txt', '3_21.txt', '3_22.txt', '3_23.txt', '3_24.txt', '3_25.txt', '3_26.txt', '3_27.txt', '3_28.txt', '3_29.txt', '3_3.txt', '3_30.txt', '3_31.txt', '3_32.txt', '3_33.txt', '3_34.txt', '3_35.txt', '3_36.txt', '3_37.txt', '3_38.txt', '3_39.txt', '3_4.txt', '3_40.txt', '3_41.txt', '3_42.txt', '3_43.txt', '3_44.txt', '3_45.txt', '3_46.txt', '3_47.txt', '3_48.txt', '3_49.txt', '3_5.txt', '3_50.txt', '3_51.txt', '3_52.txt', '3_53.txt', '3_54.txt', '3_55.txt', '3_56.txt', '3_57.txt', '3_58.txt', '3_59.txt', '3_6.txt', '3_60.txt', '3_61.txt', '3_62.txt', '3_63.txt', '3_64.txt', '3_65.txt', '3_66.txt', '3_67.txt', '3_68.txt', '3_69.txt', '3_7.txt', '3_70.txt', '3_71.txt', '3_72.txt', '3_73.txt', '3_74.txt', '3_75.txt', '3_76.txt', '3_77.txt', '3_78.txt', '3_79.txt', '3_8.txt', '3_80.txt', '3_81.txt', '3_82.txt', '3_83.txt', '3_84.txt', '3_9.txt', '4_0.txt', '4_1.txt', '4_10.txt', '4_100.txt', '4_101.txt', '4_102.txt', '4_103.txt', '4_104.txt', '4_105.txt', '4_106.txt', '4_107.txt', '4_108.txt', '4_109.txt', '4_11.txt', '4_110.txt', '4_111.txt', '4_112.txt', '4_113.txt', '4_12.txt', '4_13.txt', '4_14.txt', '4_15.txt', '4_16.txt', '4_17.txt', '4_18.txt', '4_19.txt', '4_2.txt', '4_20.txt', '4_21.txt', '4_22.txt', '4_23.txt', '4_24.txt', '4_25.txt', '4_26.txt', '4_27.txt', '4_28.txt', '4_29.txt', '4_3.txt', '4_30.txt', '4_31.txt', '4_32.txt', '4_33.txt', '4_34.txt', '4_35.txt', '4_36.txt', '4_37.txt', '4_38.txt', '4_39.txt', '4_4.txt', '4_40.txt', '4_41.txt', '4_42.txt', '4_43.txt', '4_44.txt', '4_45.txt', '4_46.txt', '4_47.txt', '4_48.txt', '4_49.txt', '4_5.txt', '4_50.txt', '4_51.txt', '4_52.txt', '4_53.txt', '4_54.txt', '4_55.txt', '4_56.txt', '4_57.txt', '4_58.txt', '4_59.txt', '4_6.txt', '4_60.txt', '4_61.txt', '4_62.txt', '4_63.txt', '4_64.txt', '4_65.txt', '4_66.txt', '4_67.txt', '4_68.txt', '4_69.txt', '4_7.txt', '4_70.txt', '4_71.txt', '4_72.txt', '4_73.txt', '4_74.txt', '4_75.txt', '4_76.txt', '4_77.txt', '4_78.txt', '4_79.txt', '4_8.txt', '4_80.txt', '4_81.txt', '4_82.txt', '4_83.txt', '4_84.txt', '4_85.txt', '4_86.txt', '4_87.txt', '4_88.txt', '4_89.txt', '4_9.txt', '4_90.txt', '4_91.txt', '4_92.txt', '4_93.txt', '4_94.txt', '4_95.txt', '4_96.txt', '4_97.txt', '4_98.txt', '4_99.txt', '5_0.txt', '5_1.txt', '5_10.txt', '5_100.txt', '5_101.txt', '5_102.txt', '5_103.txt', '5_104.txt', '5_105.txt', '5_106.txt', '5_107.txt', '5_11.txt', '5_12.txt', '5_13.txt', '5_14.txt', '5_15.txt', '5_16.txt', '5_17.txt', '5_18.txt', '5_19.txt', '5_2.txt', '5_20.txt', '5_21.txt', '5_22.txt', '5_23.txt', '5_24.txt', '5_25.txt', '5_26.txt', '5_27.txt', '5_28.txt', '5_29.txt', '5_3.txt', '5_30.txt', '5_31.txt', '5_32.txt', '5_33.txt', '5_34.txt', '5_35.txt', '5_36.txt', '5_37.txt', '5_38.txt', '5_39.txt', '5_4.txt', '5_40.txt', '5_41.txt', '5_42.txt', '5_43.txt', '5_44.txt', '5_45.txt', '5_46.txt', '5_47.txt', '5_48.txt', '5_49.txt', '5_5.txt', '5_50.txt', '5_51.txt', '5_52.txt', '5_53.txt', '5_54.txt', '5_55.txt', '5_56.txt', '5_57.txt', '5_58.txt', '5_59.txt', '5_6.txt', '5_60.txt', '5_61.txt', '5_62.txt', '5_63.txt', '5_64.txt', '5_65.txt', '5_66.txt', '5_67.txt', '5_68.txt', '5_69.txt', '5_7.txt', '5_70.txt', '5_71.txt', '5_72.txt', '5_73.txt', '5_74.txt', '5_75.txt', '5_76.txt', '5_77.txt', '5_78.txt', '5_79.txt', '5_8.txt', '5_80.txt', '5_81.txt', '5_82.txt', '5_83.txt', '5_84.txt', '5_85.txt', '5_86.txt', '5_87.txt', '5_88.txt', '5_89.txt', '5_9.txt', '5_90.txt', '5_91.txt', '5_92.txt', '5_93.txt', '5_94.txt', '5_95.txt', '5_96.txt', '5_97.txt', '5_98.txt', '5_99.txt', '6_0.txt', '6_1.txt', '6_10.txt', '6_11.txt', '6_12.txt', '6_13.txt', '6_14.txt', '6_15.txt', '6_16.txt', '6_17.txt', '6_18.txt', '6_19.txt', '6_2.txt', '6_20.txt', '6_21.txt', '6_22.txt', '6_23.txt', '6_24.txt', '6_25.txt', '6_26.txt', '6_27.txt', '6_28.txt', '6_29.txt', '6_3.txt', '6_30.txt', '6_31.txt', '6_32.txt', '6_33.txt', '6_34.txt', '6_35.txt', '6_36.txt', '6_37.txt', '6_38.txt', '6_39.txt', '6_4.txt', '6_40.txt', '6_41.txt', '6_42.txt', '6_43.txt', '6_44.txt', '6_45.txt', '6_46.txt', '6_47.txt', '6_48.txt', '6_49.txt', '6_5.txt', '6_50.txt', '6_51.txt', '6_52.txt', '6_53.txt', '6_54.txt', '6_55.txt', '6_56.txt', '6_57.txt', '6_58.txt', '6_59.txt', '6_6.txt', '6_60.txt', '6_61.txt', '6_62.txt', '6_63.txt', '6_64.txt', '6_65.txt', '6_66.txt', '6_67.txt', '6_68.txt', '6_69.txt', '6_7.txt', '6_70.txt', '6_71.txt', '6_72.txt', '6_73.txt', '6_74.txt', '6_75.txt', '6_76.txt', '6_77.txt', '6_78.txt', '6_79.txt', '6_8.txt', '6_80.txt', '6_81.txt', '6_82.txt', '6_83.txt', '6_84.txt', '6_85.txt', '6_86.txt', '6_9.txt', '7_0.txt', '7_1.txt', '7_10.txt', '7_11.txt', '7_12.txt', '7_13.txt', '7_14.txt', '7_15.txt', '7_16.txt', '7_17.txt', '7_18.txt', '7_19.txt', '7_2.txt', '7_20.txt', '7_21.txt', '7_22.txt', '7_23.txt', '7_24.txt', '7_25.txt', '7_26.txt', '7_27.txt', '7_28.txt', '7_29.txt', '7_3.txt', '7_30.txt', '7_31.txt', '7_32.txt', '7_33.txt', '7_34.txt', '7_35.txt', '7_36.txt', '7_37.txt', '7_38.txt', '7_39.txt', '7_4.txt', '7_40.txt', '7_41.txt', '7_42.txt', '7_43.txt', '7_44.txt', '7_45.txt', '7_46.txt', '7_47.txt', '7_48.txt', '7_49.txt', '7_5.txt', '7_50.txt', '7_51.txt', '7_52.txt', '7_53.txt', '7_54.txt', '7_55.txt', '7_56.txt', '7_57.txt', '7_58.txt', '7_59.txt', '7_6.txt', '7_60.txt', '7_61.txt', '7_62.txt', '7_63.txt', '7_64.txt', '7_65.txt', '7_66.txt', '7_67.txt', '7_68.txt', '7_69.txt', '7_7.txt', '7_70.txt', '7_71.txt', '7_72.txt', '7_73.txt', '7_74.txt', '7_75.txt', '7_76.txt', '7_77.txt', '7_78.txt', '7_79.txt', '7_8.txt', '7_80.txt', '7_81.txt', '7_82.txt', '7_83.txt', '7_84.txt', '7_85.txt', '7_86.txt', '7_87.txt', '7_88.txt', '7_89.txt', '7_9.txt', '7_90.txt', '7_91.txt', '7_92.txt', '7_93.txt', '7_94.txt', '7_95.txt', '8_0.txt', '8_1.txt', '8_10.txt', '8_11.txt', '8_12.txt', '8_13.txt', '8_14.txt', '8_15.txt', '8_16.txt', '8_17.txt', '8_18.txt', '8_19.txt', '8_2.txt', '8_20.txt', '8_21.txt', '8_22.txt', '8_23.txt', '8_24.txt', '8_25.txt', '8_26.txt', '8_27.txt', '8_28.txt', '8_29.txt', '8_3.txt', '8_30.txt', '8_31.txt', '8_32.txt', '8_33.txt', '8_34.txt', '8_35.txt', '8_36.txt', '8_37.txt', '8_38.txt', '8_39.txt', '8_4.txt', '8_40.txt', '8_41.txt', '8_42.txt', '8_43.txt', '8_44.txt', '8_45.txt', '8_46.txt', '8_47.txt', '8_48.txt', '8_49.txt', '8_5.txt', '8_50.txt', '8_51.txt', '8_52.txt', '8_53.txt', '8_54.txt', '8_55.txt', '8_56.txt', '8_57.txt', '8_58.txt', '8_59.txt', '8_6.txt', '8_60.txt', '8_61.txt', '8_62.txt', '8_63.txt', '8_64.txt', '8_65.txt', '8_66.txt', '8_67.txt', '8_68.txt', '8_69.txt', '8_7.txt', '8_70.txt', '8_71.txt', '8_72.txt', '8_73.txt', '8_74.txt', '8_75.txt', '8_76.txt', '8_77.txt', '8_78.txt', '8_79.txt', '8_8.txt', '8_80.txt', '8_81.txt', '8_82.txt', '8_83.txt', '8_84.txt', '8_85.txt', '8_86.txt', '8_87.txt', '8_88.txt', '8_89.txt', '8_9.txt', '8_90.txt', '9_0.txt', '9_1.txt', '9_10.txt', '9_11.txt', '9_12.txt', '9_13.txt', '9_14.txt', '9_15.txt', '9_16.txt', '9_17.txt', '9_18.txt', '9_19.txt', '9_2.txt', '9_20.txt', '9_21.txt', '9_22.txt', '9_23.txt', '9_24.txt', '9_25.txt', '9_26.txt', '9_27.txt', '9_28.txt', '9_29.txt', '9_3.txt', '9_30.txt', '9_31.txt', '9_32.txt', '9_33.txt', '9_34.txt', '9_35.txt', '9_36.txt', '9_37.txt', '9_38.txt', '9_39.txt', '9_4.txt', '9_40.txt', '9_41.txt', '9_42.txt', '9_43.txt', '9_44.txt', '9_45.txt', '9_46.txt', '9_47.txt', '9_48.txt', '9_49.txt', '9_5.txt', '9_50.txt', '9_51.txt', '9_52.txt', '9_53.txt', '9_54.txt', '9_55.txt', '9_56.txt', '9_57.txt', '9_58.txt', '9_59.txt', '9_6.txt', '9_60.txt', '9_61.txt', '9_62.txt', '9_63.txt', '9_64.txt', '9_65.txt', '9_66.txt', '9_67.txt', '9_68.txt', '9_69.txt', '9_7.txt', '9_70.txt', '9_71.txt', '9_72.txt', '9_73.txt', '9_74.txt', '9_75.txt', '9_76.txt', '9_77.txt', '9_78.txt', '9_79.txt', '9_8.txt', '9_80.txt', '9_81.txt', '9_82.txt', '9_83.txt', '9_84.txt', '9_85.txt', '9_86.txt', '9_87.txt', '9_88.txt', '9_9.txt']\n",
      "0_0.txt\n",
      "0_1.txt\n",
      "0_10.txt\n",
      "0_11.txt\n",
      "0_12.txt\n",
      "0_13.txt\n",
      "0_14.txt\n",
      "0_15.txt\n",
      "0_16.txt\n",
      "0_17.txt\n",
      "0_18.txt\n",
      "0_19.txt\n",
      "0_2.txt\n",
      "0_20.txt\n",
      "0_21.txt\n",
      "0_22.txt\n",
      "0_23.txt\n",
      "0_24.txt\n",
      "0_25.txt\n",
      "0_26.txt\n",
      "0_27.txt\n",
      "0_28.txt\n",
      "0_29.txt\n",
      "0_3.txt\n",
      "0_30.txt\n",
      "0_31.txt\n",
      "0_32.txt\n",
      "0_33.txt\n",
      "0_34.txt\n",
      "0_35.txt\n",
      "0_36.txt\n",
      "0_37.txt\n",
      "0_38.txt\n",
      "0_39.txt\n",
      "0_4.txt\n",
      "0_40.txt\n",
      "0_41.txt\n",
      "0_42.txt\n",
      "0_43.txt\n",
      "0_44.txt\n",
      "0_45.txt\n",
      "0_46.txt\n",
      "0_47.txt\n",
      "0_48.txt\n",
      "0_49.txt\n",
      "0_5.txt\n",
      "0_50.txt\n",
      "0_51.txt\n",
      "0_52.txt\n",
      "0_53.txt\n",
      "0_54.txt\n",
      "0_55.txt\n",
      "0_56.txt\n",
      "0_57.txt\n",
      "0_58.txt\n",
      "0_59.txt\n",
      "0_6.txt\n",
      "0_60.txt\n",
      "0_61.txt\n",
      "0_62.txt\n",
      "0_63.txt\n",
      "0_64.txt\n",
      "0_65.txt\n",
      "0_66.txt\n",
      "0_67.txt\n",
      "0_68.txt\n",
      "0_69.txt\n",
      "0_7.txt\n",
      "0_70.txt\n",
      "0_71.txt\n",
      "0_72.txt\n",
      "0_73.txt\n",
      "0_74.txt\n",
      "0_75.txt\n",
      "0_76.txt\n",
      "0_77.txt\n",
      "0_78.txt\n",
      "0_79.txt\n",
      "0_8.txt\n",
      "0_80.txt\n",
      "0_81.txt\n",
      "0_82.txt\n",
      "0_83.txt\n",
      "0_84.txt\n",
      "0_85.txt\n",
      "0_86.txt\n",
      "0_9.txt\n",
      "1_0.txt\n",
      "1_1.txt\n",
      "1_10.txt\n",
      "1_11.txt\n",
      "1_12.txt\n",
      "1_13.txt\n",
      "1_14.txt\n",
      "1_15.txt\n",
      "1_16.txt\n",
      "1_17.txt\n",
      "1_18.txt\n",
      "1_19.txt\n",
      "1_2.txt\n",
      "1_20.txt\n",
      "1_21.txt\n",
      "1_22.txt\n",
      "1_23.txt\n",
      "1_24.txt\n",
      "1_25.txt\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1_26.txt\n",
      "1_27.txt\n",
      "1_28.txt\n",
      "1_29.txt\n",
      "1_3.txt\n",
      "1_30.txt\n",
      "1_31.txt\n",
      "1_32.txt\n",
      "1_33.txt\n",
      "1_34.txt\n",
      "1_35.txt\n",
      "1_36.txt\n",
      "1_37.txt\n",
      "1_38.txt\n",
      "1_39.txt\n",
      "1_4.txt\n",
      "1_40.txt\n",
      "1_41.txt\n",
      "1_42.txt\n",
      "1_43.txt\n",
      "1_44.txt\n",
      "1_45.txt\n",
      "1_46.txt\n",
      "1_47.txt\n",
      "1_48.txt\n",
      "1_49.txt\n",
      "1_5.txt\n",
      "1_50.txt\n",
      "1_51.txt\n",
      "1_52.txt\n",
      "1_53.txt\n",
      "1_54.txt\n",
      "1_55.txt\n",
      "1_56.txt\n",
      "1_57.txt\n",
      "1_58.txt\n",
      "1_59.txt\n",
      "1_6.txt\n",
      "1_60.txt\n",
      "1_61.txt\n",
      "1_62.txt\n",
      "1_63.txt\n",
      "1_64.txt\n",
      "1_65.txt\n",
      "1_66.txt\n",
      "1_67.txt\n",
      "1_68.txt\n",
      "1_69.txt\n",
      "1_7.txt\n",
      "1_70.txt\n",
      "1_71.txt\n",
      "1_72.txt\n",
      "1_73.txt\n",
      "1_74.txt\n",
      "1_75.txt\n",
      "1_76.txt\n",
      "1_77.txt\n",
      "1_78.txt\n",
      "1_79.txt\n",
      "1_8.txt\n",
      "1_80.txt\n",
      "1_81.txt\n",
      "1_82.txt\n",
      "1_83.txt\n",
      "1_84.txt\n",
      "1_85.txt\n",
      "1_86.txt\n",
      "1_87.txt\n",
      "1_88.txt\n",
      "1_89.txt\n",
      "1_9.txt\n",
      "1_90.txt\n",
      "1_91.txt\n",
      "1_92.txt\n",
      "1_93.txt\n",
      "1_94.txt\n",
      "1_95.txt\n",
      "1_96.txt\n",
      "2_0.txt\n",
      "2_1.txt\n",
      "2_10.txt\n",
      "2_11.txt\n",
      "2_12.txt\n",
      "2_13.txt\n",
      "2_14.txt\n",
      "2_15.txt\n",
      "2_16.txt\n",
      "2_17.txt\n",
      "2_18.txt\n",
      "2_19.txt\n",
      "2_2.txt\n",
      "2_20.txt\n",
      "2_21.txt\n",
      "2_22.txt\n",
      "2_23.txt\n",
      "2_24.txt\n",
      "2_25.txt\n",
      "2_26.txt\n",
      "2_27.txt\n",
      "2_28.txt\n",
      "2_29.txt\n",
      "2_3.txt\n",
      "2_30.txt\n",
      "2_31.txt\n",
      "2_32.txt\n",
      "2_33.txt\n",
      "2_34.txt\n",
      "2_35.txt\n",
      "2_36.txt\n",
      "2_37.txt\n",
      "2_38.txt\n",
      "2_39.txt\n",
      "2_4.txt\n",
      "2_40.txt\n",
      "2_41.txt\n",
      "2_42.txt\n",
      "2_43.txt\n",
      "2_44.txt\n",
      "2_45.txt\n",
      "2_46.txt\n",
      "2_47.txt\n",
      "2_48.txt\n",
      "2_49.txt\n",
      "2_5.txt\n",
      "2_50.txt\n",
      "2_51.txt\n",
      "2_52.txt\n",
      "2_53.txt\n",
      "2_54.txt\n",
      "2_55.txt\n",
      "2_56.txt\n",
      "2_57.txt\n",
      "2_58.txt\n",
      "2_59.txt\n",
      "2_6.txt\n",
      "2_60.txt\n",
      "2_61.txt\n",
      "2_62.txt\n",
      "2_63.txt\n",
      "2_64.txt\n",
      "2_65.txt\n",
      "2_66.txt\n",
      "2_67.txt\n",
      "2_68.txt\n",
      "2_69.txt\n",
      "2_7.txt\n",
      "2_70.txt\n",
      "2_71.txt\n",
      "2_72.txt\n",
      "2_73.txt\n",
      "2_74.txt\n",
      "2_75.txt\n",
      "2_76.txt\n",
      "2_77.txt\n",
      "2_78.txt\n",
      "2_79.txt\n",
      "2_8.txt\n",
      "2_80.txt\n",
      "2_81.txt\n",
      "2_82.txt\n",
      "2_83.txt\n",
      "2_84.txt\n",
      "2_85.txt\n",
      "2_86.txt\n",
      "2_87.txt\n",
      "2_88.txt\n",
      "2_89.txt\n",
      "2_9.txt\n",
      "2_90.txt\n",
      "2_91.txt\n",
      "3_0.txt\n",
      "3_1.txt\n",
      "3_10.txt\n",
      "3_11.txt\n",
      "3_12.txt\n",
      "3_13.txt\n",
      "3_14.txt\n",
      "3_15.txt\n",
      "3_16.txt\n",
      "3_17.txt\n",
      "3_18.txt\n",
      "3_19.txt\n",
      "3_2.txt\n",
      "3_20.txt\n",
      "3_21.txt\n",
      "3_22.txt\n",
      "3_23.txt\n",
      "3_24.txt\n",
      "3_25.txt\n",
      "3_26.txt\n",
      "3_27.txt\n",
      "3_28.txt\n",
      "3_29.txt\n",
      "3_3.txt\n",
      "3_30.txt\n",
      "3_31.txt\n",
      "3_32.txt\n",
      "3_33.txt\n",
      "3_34.txt\n",
      "3_35.txt\n",
      "3_36.txt\n",
      "3_37.txt\n",
      "3_38.txt\n",
      "3_39.txt\n",
      "3_4.txt\n",
      "3_40.txt\n",
      "3_41.txt\n",
      "3_42.txt\n",
      "3_43.txt\n",
      "3_44.txt\n",
      "3_45.txt\n",
      "3_46.txt\n",
      "3_47.txt\n",
      "3_48.txt\n",
      "3_49.txt\n",
      "3_5.txt\n",
      "3_50.txt\n",
      "3_51.txt\n",
      "3_52.txt\n",
      "3_53.txt\n",
      "3_54.txt\n",
      "3_55.txt\n",
      "3_56.txt\n",
      "3_57.txt\n",
      "3_58.txt\n",
      "3_59.txt\n",
      "3_6.txt\n",
      "3_60.txt\n",
      "3_61.txt\n",
      "3_62.txt\n",
      "3_63.txt\n",
      "3_64.txt\n",
      "3_65.txt\n",
      "3_66.txt\n",
      "3_67.txt\n",
      "3_68.txt\n",
      "3_69.txt\n",
      "3_7.txt\n",
      "3_70.txt\n",
      "3_71.txt\n",
      "3_72.txt\n",
      "3_73.txt\n",
      "3_74.txt\n",
      "3_75.txt\n",
      "3_76.txt\n",
      "3_77.txt\n",
      "3_78.txt\n",
      "3_79.txt\n",
      "3_8.txt\n",
      "3_80.txt\n",
      "3_81.txt\n",
      "3_82.txt\n",
      "3_83.txt\n",
      "3_84.txt\n",
      "3_9.txt\n",
      "4_0.txt\n",
      "4_1.txt\n",
      "4_10.txt\n",
      "4_100.txt\n",
      "4_101.txt\n",
      "4_102.txt\n",
      "4_103.txt\n",
      "4_104.txt\n",
      "4_105.txt\n",
      "4_106.txt\n",
      "4_107.txt\n",
      "4_108.txt\n",
      "4_109.txt\n",
      "4_11.txt\n",
      "4_110.txt\n",
      "4_111.txt\n",
      "4_112.txt\n",
      "4_113.txt\n",
      "4_12.txt\n",
      "4_13.txt\n",
      "4_14.txt\n",
      "4_15.txt\n",
      "4_16.txt\n",
      "4_17.txt\n",
      "4_18.txt\n",
      "4_19.txt\n",
      "4_2.txt\n",
      "4_20.txt\n",
      "4_21.txt\n",
      "4_22.txt\n",
      "4_23.txt\n",
      "4_24.txt\n",
      "4_25.txt\n",
      "4_26.txt\n",
      "4_27.txt\n",
      "4_28.txt\n",
      "4_29.txt\n",
      "4_3.txt\n",
      "4_30.txt\n",
      "4_31.txt\n",
      "4_32.txt\n",
      "4_33.txt\n",
      "4_34.txt\n",
      "4_35.txt\n",
      "4_36.txt\n",
      "4_37.txt\n",
      "4_38.txt\n",
      "4_39.txt\n",
      "4_4.txt\n",
      "4_40.txt\n",
      "4_41.txt\n",
      "4_42.txt\n",
      "4_43.txt\n",
      "4_44.txt\n",
      "4_45.txt\n",
      "4_46.txt\n",
      "4_47.txt\n",
      "4_48.txt\n",
      "4_49.txt\n",
      "4_5.txt\n",
      "4_50.txt\n",
      "4_51.txt\n",
      "4_52.txt\n",
      "4_53.txt\n",
      "4_54.txt\n",
      "4_55.txt\n",
      "4_56.txt\n",
      "4_57.txt\n",
      "4_58.txt\n",
      "4_59.txt\n",
      "4_6.txt\n",
      "4_60.txt\n",
      "4_61.txt\n",
      "4_62.txt\n",
      "4_63.txt\n",
      "4_64.txt\n",
      "4_65.txt\n",
      "4_66.txt\n",
      "4_67.txt\n",
      "4_68.txt\n",
      "4_69.txt\n",
      "4_7.txt\n",
      "4_70.txt\n",
      "4_71.txt\n",
      "4_72.txt\n",
      "4_73.txt\n",
      "4_74.txt\n",
      "4_75.txt\n",
      "4_76.txt\n",
      "4_77.txt\n",
      "4_78.txt\n",
      "4_79.txt\n",
      "4_8.txt\n",
      "4_80.txt\n",
      "4_81.txt\n",
      "4_82.txt\n",
      "4_83.txt\n",
      "4_84.txt\n",
      "4_85.txt\n",
      "4_86.txt\n",
      "4_87.txt\n",
      "4_88.txt\n",
      "4_89.txt\n",
      "4_9.txt\n",
      "4_90.txt\n",
      "4_91.txt\n",
      "4_92.txt\n",
      "4_93.txt\n",
      "4_94.txt\n",
      "4_95.txt\n",
      "4_96.txt\n",
      "4_97.txt\n",
      "4_98.txt\n",
      "4_99.txt\n",
      "5_0.txt\n",
      "5_1.txt\n",
      "5_10.txt\n",
      "5_100.txt\n",
      "5_101.txt\n",
      "5_102.txt\n",
      "5_103.txt\n",
      "5_104.txt\n",
      "5_105.txt\n",
      "5_106.txt\n",
      "5_107.txt\n",
      "5_11.txt\n",
      "5_12.txt\n",
      "5_13.txt\n",
      "5_14.txt\n",
      "5_15.txt\n",
      "5_16.txt\n",
      "5_17.txt\n",
      "5_18.txt\n",
      "5_19.txt\n",
      "5_2.txt\n",
      "5_20.txt\n",
      "5_21.txt\n",
      "5_22.txt\n",
      "5_23.txt\n",
      "5_24.txt\n",
      "5_25.txt\n",
      "5_26.txt\n",
      "5_27.txt\n",
      "5_28.txt\n",
      "5_29.txt\n",
      "5_3.txt\n",
      "5_30.txt\n",
      "5_31.txt\n",
      "5_32.txt\n",
      "5_33.txt\n",
      "5_34.txt\n",
      "5_35.txt\n",
      "5_36.txt\n",
      "5_37.txt\n",
      "5_38.txt\n",
      "5_39.txt\n",
      "5_4.txt\n",
      "5_40.txt\n",
      "5_41.txt\n",
      "5_42.txt\n",
      "5_43.txt\n",
      "5_44.txt\n",
      "5_45.txt\n",
      "5_46.txt\n",
      "5_47.txt\n",
      "5_48.txt\n",
      "5_49.txt\n",
      "5_5.txt\n",
      "5_50.txt\n",
      "5_51.txt\n",
      "5_52.txt\n",
      "5_53.txt\n",
      "5_54.txt\n",
      "5_55.txt\n",
      "5_56.txt\n",
      "5_57.txt\n",
      "5_58.txt\n",
      "5_59.txt\n",
      "5_6.txt\n",
      "5_60.txt\n",
      "5_61.txt\n",
      "5_62.txt\n",
      "5_63.txt\n",
      "5_64.txt\n",
      "5_65.txt\n",
      "5_66.txt\n",
      "5_67.txt\n",
      "5_68.txt\n",
      "5_69.txt\n",
      "5_7.txt\n",
      "5_70.txt\n",
      "5_71.txt\n",
      "5_72.txt\n",
      "5_73.txt\n",
      "5_74.txt\n",
      "5_75.txt\n",
      "5_76.txt\n",
      "5_77.txt\n",
      "5_78.txt\n",
      "5_79.txt\n",
      "5_8.txt\n",
      "5_80.txt\n",
      "5_81.txt\n",
      "5_82.txt\n",
      "5_83.txt\n",
      "5_84.txt\n",
      "5_85.txt\n",
      "5_86.txt\n",
      "5_87.txt\n",
      "5_88.txt\n",
      "5_89.txt\n",
      "5_9.txt\n",
      "5_90.txt\n",
      "5_91.txt\n",
      "5_92.txt\n",
      "5_93.txt\n",
      "5_94.txt\n",
      "5_95.txt\n",
      "5_96.txt\n",
      "5_97.txt\n",
      "5_98.txt\n",
      "5_99.txt\n",
      "6_0.txt\n",
      "6_1.txt\n",
      "6_10.txt\n",
      "6_11.txt\n",
      "6_12.txt\n",
      "6_13.txt\n",
      "6_14.txt\n",
      "6_15.txt\n",
      "6_16.txt\n",
      "6_17.txt\n",
      "6_18.txt\n",
      "6_19.txt\n",
      "6_2.txt\n",
      "6_20.txt\n",
      "6_21.txt\n",
      "6_22.txt\n",
      "6_23.txt\n",
      "6_24.txt\n",
      "6_25.txt\n",
      "6_26.txt\n",
      "6_27.txt\n",
      "6_28.txt\n",
      "6_29.txt\n",
      "6_3.txt\n",
      "6_30.txt\n",
      "6_31.txt\n",
      "6_32.txt\n",
      "6_33.txt\n",
      "6_34.txt\n",
      "6_35.txt\n",
      "6_36.txt\n",
      "6_37.txt\n",
      "6_38.txt\n",
      "6_39.txt\n",
      "6_4.txt\n",
      "6_40.txt\n",
      "6_41.txt\n",
      "6_42.txt\n",
      "6_43.txt\n",
      "6_44.txt\n",
      "6_45.txt\n",
      "6_46.txt\n",
      "6_47.txt\n",
      "6_48.txt\n",
      "6_49.txt\n",
      "6_5.txt\n",
      "6_50.txt\n",
      "6_51.txt\n",
      "6_52.txt\n",
      "6_53.txt\n",
      "6_54.txt\n",
      "6_55.txt\n",
      "6_56.txt\n",
      "6_57.txt\n",
      "6_58.txt\n",
      "6_59.txt\n",
      "6_6.txt\n",
      "6_60.txt\n",
      "6_61.txt\n",
      "6_62.txt\n",
      "6_63.txt\n",
      "6_64.txt\n",
      "6_65.txt\n",
      "6_66.txt\n",
      "6_67.txt\n",
      "6_68.txt\n",
      "6_69.txt\n",
      "6_7.txt\n",
      "6_70.txt\n",
      "6_71.txt\n",
      "6_72.txt\n",
      "6_73.txt\n",
      "6_74.txt\n",
      "6_75.txt\n",
      "6_76.txt\n",
      "6_77.txt\n",
      "6_78.txt\n",
      "6_79.txt\n",
      "6_8.txt\n",
      "6_80.txt\n",
      "6_81.txt\n",
      "6_82.txt\n",
      "6_83.txt\n",
      "6_84.txt\n",
      "6_85.txt\n",
      "6_86.txt\n",
      "6_9.txt\n",
      "7_0.txt\n",
      "7_1.txt\n",
      "7_10.txt\n",
      "7_11.txt\n",
      "7_12.txt\n",
      "7_13.txt\n",
      "7_14.txt\n",
      "7_15.txt\n",
      "7_16.txt\n",
      "7_17.txt\n",
      "7_18.txt\n",
      "7_19.txt\n",
      "7_2.txt\n",
      "7_20.txt\n",
      "7_21.txt\n",
      "7_22.txt\n",
      "7_23.txt\n",
      "7_24.txt\n",
      "7_25.txt\n",
      "7_26.txt\n",
      "7_27.txt\n",
      "7_28.txt\n",
      "7_29.txt\n",
      "7_3.txt\n",
      "7_30.txt\n",
      "7_31.txt\n",
      "7_32.txt\n",
      "7_33.txt\n",
      "7_34.txt\n",
      "7_35.txt\n",
      "7_36.txt\n",
      "7_37.txt\n",
      "7_38.txt\n",
      "7_39.txt\n",
      "7_4.txt\n",
      "7_40.txt\n",
      "7_41.txt\n",
      "7_42.txt\n",
      "7_43.txt\n",
      "7_44.txt\n",
      "7_45.txt\n",
      "7_46.txt\n",
      "7_47.txt\n",
      "7_48.txt\n",
      "7_49.txt\n",
      "7_5.txt\n",
      "7_50.txt\n",
      "7_51.txt\n",
      "7_52.txt\n",
      "7_53.txt\n",
      "7_54.txt\n",
      "7_55.txt\n",
      "7_56.txt\n",
      "7_57.txt\n",
      "7_58.txt\n",
      "7_59.txt\n",
      "7_6.txt\n",
      "7_60.txt\n",
      "7_61.txt\n",
      "7_62.txt\n",
      "7_63.txt\n",
      "7_64.txt\n",
      "7_65.txt\n",
      "7_66.txt\n",
      "7_67.txt\n",
      "7_68.txt\n",
      "7_69.txt\n",
      "7_7.txt\n",
      "7_70.txt\n",
      "7_71.txt\n",
      "7_72.txt\n",
      "7_73.txt\n",
      "7_74.txt\n",
      "7_75.txt\n",
      "7_76.txt\n",
      "7_77.txt\n",
      "7_78.txt\n",
      "7_79.txt\n",
      "7_8.txt\n",
      "7_80.txt\n",
      "7_81.txt\n",
      "7_82.txt\n",
      "7_83.txt\n",
      "7_84.txt\n",
      "7_85.txt\n",
      "7_86.txt\n",
      "7_87.txt\n",
      "7_88.txt\n",
      "7_89.txt\n",
      "7_9.txt\n",
      "7_90.txt\n",
      "7_91.txt\n",
      "7_92.txt\n",
      "7_93.txt\n",
      "7_94.txt\n",
      "7_95.txt\n",
      "8_0.txt\n",
      "8_1.txt\n",
      "8_10.txt\n",
      "8_11.txt\n",
      "8_12.txt\n",
      "8_13.txt\n",
      "8_14.txt\n",
      "8_15.txt\n",
      "8_16.txt\n",
      "8_17.txt\n",
      "8_18.txt\n",
      "8_19.txt\n",
      "8_2.txt\n",
      "8_20.txt\n",
      "8_21.txt\n",
      "8_22.txt\n",
      "8_23.txt\n",
      "8_24.txt\n",
      "8_25.txt\n",
      "8_26.txt\n",
      "8_27.txt\n",
      "8_28.txt\n",
      "8_29.txt\n",
      "8_3.txt\n",
      "8_30.txt\n",
      "8_31.txt\n",
      "8_32.txt\n",
      "8_33.txt\n",
      "8_34.txt\n",
      "8_35.txt\n",
      "8_36.txt\n",
      "8_37.txt\n",
      "8_38.txt\n",
      "8_39.txt\n",
      "8_4.txt\n",
      "8_40.txt\n",
      "8_41.txt\n",
      "8_42.txt\n",
      "8_43.txt\n",
      "8_44.txt\n",
      "8_45.txt\n",
      "8_46.txt\n",
      "8_47.txt\n",
      "8_48.txt\n",
      "8_49.txt\n",
      "8_5.txt\n",
      "8_50.txt\n",
      "8_51.txt\n",
      "8_52.txt\n",
      "8_53.txt\n",
      "8_54.txt\n",
      "8_55.txt\n",
      "8_56.txt\n",
      "8_57.txt\n",
      "8_58.txt\n",
      "8_59.txt\n",
      "8_6.txt\n",
      "8_60.txt\n",
      "8_61.txt\n",
      "8_62.txt\n",
      "8_63.txt\n",
      "8_64.txt\n",
      "8_65.txt\n",
      "8_66.txt\n",
      "8_67.txt\n",
      "8_68.txt\n",
      "8_69.txt\n",
      "8_7.txt\n",
      "8_70.txt\n",
      "8_71.txt\n",
      "8_72.txt\n",
      "8_73.txt\n",
      "8_74.txt\n",
      "8_75.txt\n",
      "8_76.txt\n",
      "8_77.txt\n",
      "8_78.txt\n",
      "8_79.txt\n",
      "8_8.txt\n",
      "8_80.txt\n",
      "8_81.txt\n",
      "8_82.txt\n",
      "8_83.txt\n",
      "8_84.txt\n",
      "8_85.txt\n",
      "8_86.txt\n",
      "8_87.txt\n",
      "8_88.txt\n",
      "8_89.txt\n",
      "8_9.txt\n",
      "8_90.txt\n",
      "9_0.txt\n",
      "9_1.txt\n",
      "9_10.txt\n",
      "9_11.txt\n",
      "9_12.txt\n",
      "9_13.txt\n",
      "9_14.txt\n",
      "9_15.txt\n",
      "9_16.txt\n",
      "9_17.txt\n",
      "9_18.txt\n",
      "9_19.txt\n",
      "9_2.txt\n",
      "9_20.txt\n",
      "9_21.txt\n",
      "9_22.txt\n",
      "9_23.txt\n",
      "9_24.txt\n",
      "9_25.txt\n",
      "9_26.txt\n",
      "9_27.txt\n",
      "9_28.txt\n",
      "9_29.txt\n",
      "9_3.txt\n",
      "9_30.txt\n",
      "9_31.txt\n",
      "9_32.txt\n",
      "9_33.txt\n",
      "9_34.txt\n",
      "9_35.txt\n",
      "9_36.txt\n",
      "9_37.txt\n",
      "9_38.txt\n",
      "9_39.txt\n",
      "9_4.txt\n",
      "9_40.txt\n",
      "9_41.txt\n",
      "9_42.txt\n",
      "9_43.txt\n",
      "9_44.txt\n",
      "9_45.txt\n",
      "9_46.txt\n",
      "9_47.txt\n",
      "9_48.txt\n",
      "9_49.txt\n",
      "9_5.txt\n",
      "9_50.txt\n",
      "9_51.txt\n",
      "9_52.txt\n",
      "9_53.txt\n",
      "9_54.txt\n",
      "9_55.txt\n",
      "9_56.txt\n",
      "9_57.txt\n",
      "9_58.txt\n",
      "9_59.txt\n",
      "9_6.txt\n",
      "9_60.txt\n",
      "9_61.txt\n",
      "9_62.txt\n",
      "9_63.txt\n",
      "9_64.txt\n",
      "9_65.txt\n",
      "9_66.txt\n",
      "9_67.txt\n",
      "9_68.txt\n",
      "9_69.txt\n",
      "9_7.txt\n",
      "9_70.txt\n",
      "9_71.txt\n",
      "9_72.txt\n",
      "9_73.txt\n",
      "9_74.txt\n",
      "9_75.txt\n",
      "9_76.txt\n",
      "9_77.txt\n",
      "9_78.txt\n",
      "9_79.txt\n",
      "9_8.txt\n",
      "9_80.txt\n",
      "9_81.txt\n",
      "9_82.txt\n",
      "9_83.txt\n",
      "9_84.txt\n",
      "9_85.txt\n",
      "9_86.txt\n",
      "9_87.txt\n",
      "9_88.txt\n",
      "9_9.txt\n"
     ]
    }
   ],
   "source": [
    "filepath_training = 'C:\\\\Users\\\\Voyager\\\\Desktop\\\\machine_learning\\\\机器学习实战\\K邻近\\\\trainingDigits'\n",
    "training_vecs, training_labels = img2vec(filepath_training)\n",
    "filepath_test = 'C:\\\\Users\\\\Voyager\\\\Desktop\\\\machine_learning\\\\机器学习实战\\\\K邻近\\\\testDigits'\n",
    "test_vecs, test_labels = img2vec(filepath_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 0 The real result is: 0\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 1 The real result is: 1\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 2 The real result is: 2\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 1 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 2 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 2 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 3 The real result is: 3\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 0 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 4 The real result is: 4\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 3 The real result is: 5\n",
      "The prediction is: 4 The real result is: 5\n",
      "The prediction is: 4 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 5 The real result is: 5\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 6 The real result is: 6\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 7 The real result is: 7\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 6 The real result is: 8\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 2 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 3 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 3 The real result is: 8\n",
      "The prediction is: 1 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 1 The real result is: 8\n",
      "The prediction is: 1 The real result is: 8\n",
      "The prediction is: 1 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 1 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 1 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 1 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 1 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 3 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 5 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 8 The real result is: 8\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 1 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 5 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 1 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 7 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 5 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 5 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 3 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 3 The real result is: 9\n",
      "The prediction is: 5 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 9 The real result is: 9\n",
      "The prediction is: 4 The real result is: 9\n",
      "Error rate: 0.03276955602536998\n"
     ]
    }
   ],
   "source": [
    "# print(labels)\n",
    "# print(len(vecs[0]))\n",
    "# labels = np.array(labels)\n",
    "# vecs = np.array(vecs)\n",
    "# KNN(vecs[-1], vecs, labels, 3)\n",
    "index = 0\n",
    "errorCount = 0\n",
    "for test_vec in test_vecs:\n",
    "    result = KNN(test_vec, training_vecs, training_labels, 3)\n",
    "    print(\"The prediction is:\", result, \"The real result is:\", test_labels[index])\n",
    "    if result != test_labels[index]: \n",
    "        errorCount += 1\n",
    "    index += 1\n",
    "print('Error rate:', errorCount / len(test_vecs))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "31\n"
     ]
    }
   ],
   "source": [
    "print(errorCount)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
